model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,88.227,11.773,97.093,2.907,305.08,448,1.000,bicubic,-10.623,-2.787,+1
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,87.893,12.107,96.920,3.080,305.08,448,1.000,bicubic,-11.037,-2.990,-1
eva_giant_patch14_560.m30m_ft_in22k_in1k,87.573,12.427,96.893,3.107,"1,014.45",560,1.000,bicubic,-11.257,-3.007,+1
eva02_large_patch14_448.mim_m38m_ft_in1k,87.107,12.893,96.280,3.720,305.08,448,1.000,bicubic,-11.623,-3.590,+5
eva02_large_patch14_448.mim_in22k_ft_in1k,86.227,13.773,95.787,4.213,305.08,448,1.000,bicubic,-12.613,-4.043,-2
eva_giant_patch14_336.clip_ft_in1k,85.307,14.693,95.720,4.280,"1,013.01",336,1.000,bicubic,-13.513,-4.090,-1
eva_giant_patch14_336.m30m_ft_in22k_in1k,85.147,14.853,96.360,3.640,"1,013.01",336,1.000,bicubic,-13.663,-3.540,-1
tf_efficientnet_l2.ns_jft_in1k,84.747,15.253,96.147,3.853,480.31,800,0.960,bicubic,-13.803,-3.673,+9
regnety_1280.swag_ft_in1k,83.907,16.093,96.200,3.800,644.81,384,1.000,bicubic,-14.543,-3.670,+18
eva_large_patch14_336.in22k_ft_in22k_in1k,83.853,16.147,95.347,4.653,304.53,336,1.000,bicubic,-14.887,-4.453,-3
convnextv2_huge.fcmae_ft_in22k_in1k_512,83.827,16.173,96.173,3.827,660.29,512,1.000,bicubic,-14.773,-3.697,+4
maxvit_xlarge_tf_512.in21k_ft_in1k,83.400,16.600,95.520,4.480,475.77,512,1.000,bicubic,-15.220,-4.270,+1
tf_efficientnet_l2.ns_jft_in1k_475,83.400,16.600,95.453,4.547,480.31,475,0.936,bicubic,-15.100,-4.327,+8
eva_large_patch14_336.in22k_ft_in1k,82.760,17.240,95.507,4.493,304.53,336,1.000,bicubic,-15.970,-4.283,-6
maxvit_large_tf_512.in21k_ft_in1k,81.733,18.267,95.027,4.973,212.33,512,1.000,bicubic,-16.887,-4.773,-1
beit_large_patch16_512.in22k_ft_in22k_in1k,81.600,18.400,94.880,5.120,305.67,512,1.000,bicubic,-16.960,-4.960,0
maxvit_base_tf_512.in21k_ft_in1k,81.360,18.640,94.467,5.533,119.88,512,1.000,bicubic,-17.260,-5.333,-5
eva_giant_patch14_224.clip_ft_in1k,81.213,18.787,94.333,5.667,"1,012.56",224,0.900,bicubic,-17.247,-5.417,+8
maxvit_xlarge_tf_384.in21k_ft_in1k,81.067,18.933,94.640,5.360,475.32,384,1.000,bicubic,-17.433,-5.190,+3
convnextv2_huge.fcmae_ft_in22k_in1k_384,79.893,20.107,94.640,5.360,660.29,384,1.000,bicubic,-18.777,-5.220,-10
deit3_large_patch16_384.fb_in22k_ft_in1k,79.187,20.813,93.613,6.387,304.76,384,1.000,bicubic,-19.273,-6.147,+4
beit_large_patch16_384.in22k_ft_in22k_in1k,79.107,20.893,94.267,5.733,305.00,384,1.000,bicubic,-19.413,-5.553,-3
caformer_b36.sail_in22k_ft_in1k_384,78.360,21.640,93.467,6.533,98.75,384,1.000,bicubic,-20.080,-6.333,+6
maxvit_large_tf_384.in21k_ft_in1k,78.013,21.987,93.267,6.733,212.03,384,1.000,bicubic,-20.477,-6.483,-1
eva02_base_patch14_448.mim_in22k_ft_in1k,77.547,22.453,93.120,6.880,87.12,448,1.000,bicubic,-20.893,-6.680,+3
vit_large_patch14_clip_336.openai_ft_in12k_in1k,77.333,22.667,93.627,6.373,304.53,336,1.000,bicubic,-20.927,-6.143,+16
convnext_xxlarge.clip_laion2b_soup_ft_in1k,77.120,22.880,94.320,5.680,846.47,256,1.000,bicubic,-21.320,-5.500,+3
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,76.893,23.107,92.693,7.307,87.12,448,1.000,bicubic,-21.747,-7.107,-17
maxvit_base_tf_384.in21k_ft_in1k,76.853,23.147,92.600,7.400,119.65,384,1.000,bicubic,-21.667,-7.150,-9
beitv2_large_patch16_224.in1k_ft_in22k_in1k,76.773,23.227,93.173,6.827,304.43,224,0.950,bicubic,-21.767,-6.587,-12
eva_large_patch14_196.in22k_ft_in22k_in1k,75.507,24.493,91.760,8.240,304.14,196,1.000,bicubic,-22.913,-8.050,+2
regnety_1280.swag_lc_in1k,74.587,25.413,91.680,8.320,644.81,224,0.965,bicubic,-23.063,-7.890,+79
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,74.253,25.747,90.827,9.173,116.14,384,1.000,bicubic,-23.917,-8.933,+19
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,74.240,25.760,92.253,7.747,632.46,336,1.000,bicubic,-24.180,-7.517,-2
regnety_320.swag_ft_in1k,74.200,25.800,92.960,7.040,145.05,384,1.000,bicubic,-23.860,-6.800,+30
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,73.933,26.067,91.733,8.267,196.74,384,1.000,bicubic,-24.197,-7.977,+21
eva_large_patch14_196.in22k_ft_in1k,73.160,26.840,91.413,8.587,304.14,196,1.000,bicubic,-25.200,-8.407,-2
caformer_m36.sail_in22k_ft_in1k_384,72.987,27.013,90.600,9.400,56.20,384,1.000,bicubic,-25.163,-9.150,+18
vit_large_patch14_clip_224.openai_ft_in12k_in1k,72.293,27.707,90.880,9.120,304.20,224,1.000,bicubic,-25.927,-8.840,+7
convnextv2_large.fcmae_ft_in22k_in1k_384,72.067,27.933,91.013,8.987,197.96,384,1.000,bicubic,-26.333,-8.747,-6
vit_large_patch14_clip_224.openai_ft_in1k,71.813,28.187,91.453,8.547,304.20,224,1.000,bicubic,-26.347,-8.207,+14
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,71.800,28.200,90.227,9.773,304.53,336,1.000,bicubic,-26.540,-9.533,-5
convformer_b36.sail_in22k_ft_in1k_384,71.547,28.453,90.240,9.760,99.88,384,1.000,bicubic,-26.713,-9.590,-3
vit_large_patch16_384.augreg_in21k_ft_in1k,71.227,28.773,89.773,10.227,304.72,384,1.000,bicubic,-26.993,-9.947,+1
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,71.200,28.800,91.320,8.680,87.92,384,1.000,bicubic,-26.920,-8.420,+12
deit3_base_patch16_384.fb_in22k_ft_in1k,71.200,28.800,89.933,10.067,86.88,384,1.000,bicubic,-26.640,-9.737,+43
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,70.720,29.280,90.547,9.453,200.13,384,1.000,bicubic,-27.760,-9.233,-23
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,70.680,29.320,90.400,9.600,632.05,224,1.000,bicubic,-27.620,-9.360,-10
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,70.600,29.400,89.227,10.773,73.88,384,1.000,bicubic,-27.470,-10.493,+15
caformer_s36.sail_in22k_ft_in1k_384,70.347,29.653,90.067,9.933,39.30,384,1.000,bicubic,-27.623,-9.653,+22
deit3_huge_patch14_224.fb_in22k_ft_in1k,70.253,29.747,90.707,9.293,632.13,224,1.000,bicubic,-27.917,-9.053,+2
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,69.880,30.120,90.493,9.507,200.13,320,1.000,bicubic,-28.400,-9.277,-13
swin_large_patch4_window12_384.ms_in22k_ft_in1k,69.640,30.360,89.547,10.453,196.74,384,1.000,bicubic,-28.410,-10.143,+14
volo_d5_512.sail_in1k,69.587,30.413,90.427,9.573,296.09,512,1.150,bicubic,-28.183,-9.243,+46
convnext_xlarge.fb_in22k_ft_in1k_384,69.320,30.680,89.307,10.693,350.20,384,1.000,bicubic,-29.100,-10.503,-24
caformer_b36.sail_in22k_ft_in1k,69.133,30.867,89.600,10.400,98.75,224,1.000,bicubic,-29.027,-10.180,-2
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,69.067,30.933,89.880,10.120,116.09,384,1.000,bicubic,-29.193,-9.900,-16
deit3_large_patch16_224.fb_in22k_ft_in1k,68.693,31.307,89.973,10.027,304.37,224,1.000,bicubic,-29.477,-9.757,-7
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,68.560,31.440,88.613,11.387,149.39,384,1.000,bicubic,-29.650,-11.167,-11
beit_large_patch16_224.in22k_ft_in22k_in1k,68.467,31.533,89.573,10.427,304.43,224,0.900,bicubic,-29.713,-10.187,-10
regnety_160.swag_ft_in1k,68.093,31.907,90.707,9.293,83.59,384,1.000,bicubic,-29.687,-8.893,+35
convnextv2_large.fcmae_ft_in22k_in1k,68.093,31.907,89.720,10.280,197.96,288,1.000,bicubic,-29.997,-10.050,0
volo_d5_448.sail_in1k,68.080,31.920,89.720,10.280,295.91,448,1.150,bicubic,-29.670,-9.830,+39
maxvit_base_tf_512.in1k,67.933,32.067,88.493,11.507,119.88,512,1.000,bicubic,-29.797,-11.117,+40
maxvit_large_tf_512.in1k,67.880,32.120,87.653,12.347,212.33,512,1.000,bicubic,-29.950,-11.907,+26
tf_efficientnetv2_xl.in21k_ft_in1k,67.787,32.213,87.347,12.653,208.12,512,1.000,bicubic,-30.113,-12.223,+15
beitv2_large_patch16_224.in1k_ft_in1k,67.640,32.360,88.667,11.333,304.43,224,0.950,bicubic,-30.270,-10.993,+10
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,67.320,32.680,88.000,12.000,196.74,256,0.900,bicubic,-30.530,-11.640,+18
vit_large_patch14_clip_336.laion2b_ft_in1k,67.080,32.920,89.493,10.507,304.53,336,1.000,bicubic,-31.140,-10.307,-22
tf_efficientnet_b7.ns_jft_in1k,67.027,32.973,88.667,11.333,66.35,600,0.949,bicubic,-30.893,-11.053,+6
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,67.000,33.000,87.960,12.040,304.20,224,1.000,bicubic,-31.080,-11.690,-9
convnext_xlarge.fb_in22k_ft_in1k,66.960,33.040,88.947,11.053,350.20,288,1.000,bicubic,-31.150,-10.833,-12
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,66.880,33.120,89.280,10.720,200.13,384,1.000,bicubic,-31.370,-10.480,-30
convformer_m36.sail_in22k_ft_in1k_384,66.853,33.147,87.800,12.200,57.05,384,1.000,bicubic,-31.187,-11.950,-5
convnextv2_base.fcmae_ft_in22k_in1k_384,66.787,33.213,88.893,11.107,88.72,384,1.000,bicubic,-31.563,-10.877,-39
volo_d4_448.sail_in1k,66.667,33.333,88.987,11.013,193.41,448,1.150,bicubic,-31.003,-10.623,+32
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,65.987,34.013,87.880,12.120,93.59,320,1.000,bicubic,-31.983,-11.820,-4
beit_base_patch16_384.in22k_ft_in22k_in1k,65.920,34.080,88.507,11.493,86.74,384,1.000,bicubic,-31.900,-11.193,+14
regnety_320.swag_lc_in1k,65.573,34.427,88.080,11.920,145.05,224,0.965,bicubic,-31.587,-11.590,+109
convnext_large.fb_in22k_ft_in1k_384,65.533,34.467,87.467,12.533,197.77,384,1.000,bicubic,-32.707,-12.283,-36
vit_huge_patch14_clip_224.laion2b_ft_in1k,65.493,34.507,87.720,12.280,632.05,224,1.000,bicubic,-32.527,-12.000,-11
volo_d3_448.sail_in1k,65.400,34.600,87.573,12.427,86.63,448,1.000,bicubic,-32.150,-11.987,+45
convnext_large.fb_in22k_ft_in1k,65.000,35.000,87.947,12.053,197.77,288,1.000,bicubic,-33.120,-11.833,-24
tf_efficientnetv2_l.in21k_ft_in1k,64.947,35.053,87.840,12.160,118.52,480,1.000,bicubic,-32.853,-11.820,+11
swin_base_patch4_window12_384.ms_in22k_ft_in1k,64.467,35.533,87.520,12.480,87.90,384,1.000,bicubic,-33.433,-12.150,-6
convnextv2_huge.fcmae_ft_in1k,64.440,35.560,87.080,12.920,660.29,288,1.000,bicubic,-33.460,-12.630,-6
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,64.187,35.813,85.520,14.480,116.14,224,0.950,bicubic,-33.623,-14.130,+7
vit_base_patch16_384.augreg_in21k_ft_in1k,63.693,36.307,86.693,13.307,86.86,384,1.000,bicubic,-34.147,-12.977,+2
maxvit_large_tf_384.in1k,63.507,36.493,85.093,14.907,212.03,384,1.000,bicubic,-34.063,-14.577,+37
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,63.307,36.693,87.507,12.493,87.92,256,0.900,bicubic,-34.353,-12.103,+19
convnextv2_base.fcmae_ft_in22k_in1k,62.893,37.107,87.667,12.333,88.72,288,1.000,bicubic,-35.167,-12.193,-25
maxvit_small_tf_512.in1k,62.867,37.133,86.307,13.693,69.13,512,1.000,bicubic,-34.883,-13.313,+11
maxvit_base_tf_384.in1k,62.613,37.387,85.187,14.813,119.65,384,1.000,bicubic,-34.957,-14.343,+32
convformer_b36.sail_in22k_ft_in1k,62.600,37.400,85.467,14.533,99.88,224,1.000,bicubic,-35.340,-14.293,-19
cait_m48_448.fb_dist_in1k,62.373,37.627,86.453,13.547,356.46,448,1.000,bicubic,-35.107,-13.147,+43
convnext_base.fb_in22k_ft_in1k_384,62.360,37.640,86.240,13.760,88.59,384,1.000,bicubic,-35.720,-13.520,-33
tf_efficientnet_b6.ns_jft_in1k,62.227,37.773,85.160,14.840,43.04,528,0.942,bicubic,-35.393,-14.390,+19
caformer_b36.sail_in1k_384,62.160,37.840,84.493,15.507,98.75,384,1.000,bicubic,-35.340,-15.147,+37
vit_base_patch8_224.augreg2_in21k_ft_in1k,62.027,37.973,85.840,14.160,86.58,224,0.900,bicubic,-35.663,-13.810,+8
convformer_s36.sail_in22k_ft_in1k_384,61.920,38.080,85.960,14.040,40.01,384,1.000,bicubic,-35.930,-13.690,-13
beitv2_base_patch16_224.in1k_ft_in22k_in1k,61.667,38.333,85.480,14.520,86.53,224,0.900,bicubic,-36.023,-14.200,+5
vit_large_r50_s32_384.augreg_in21k_ft_in1k,61.493,38.507,84.027,15.973,329.09,384,1.000,bicubic,-36.367,-15.643,-17
seresnextaa101d_32x8d.sw_in12k_ft_in1k,61.080,38.920,85.920,14.080,93.59,288,1.000,bicubic,-36.830,-13.740,-25
caformer_m36.sail_in22k_ft_in1k,61.067,38.933,84.893,15.107,56.20,224,1.000,bicubic,-36.773,-14.787,-15
swin_large_patch4_window7_224.ms_in22k_ft_in1k,61.000,39.000,85.867,14.133,196.53,224,0.900,bicubic,-36.650,-13.703,+8
convnext_base.fb_in22k_ft_in1k,60.893,39.107,86.147,13.853,88.59,288,1.000,bicubic,-36.967,-13.533,-22
resnetv2_152x4_bit.goog_in21k_ft_in1k,60.773,39.227,83.560,16.440,936.53,480,1.000,bilinear,-36.717,-16.050,+29
convnext_small.in12k_ft_in1k_384,60.733,39.267,84.960,15.040,50.22,384,1.000,bicubic,-37.067,-14.810,-12
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,60.547,39.453,86.293,13.707,200.13,256,1.000,bicubic,-37.403,-13.417,-35
deit3_large_patch16_384.fb_in1k,60.533,39.467,85.733,14.267,304.76,384,1.000,bicubic,-36.887,-13.837,+36
caformer_m36.sail_in1k_384,60.533,39.467,84.760,15.240,56.20,384,1.000,bicubic,-36.907,-14.880,+35
tf_efficientnet_b5.ns_jft_in1k,60.293,39.707,84.453,15.547,30.39,456,0.934,bicubic,-37.207,-15.127,+22
vit_base_patch16_clip_384.openai_ft_in12k_in1k,60.227,39.773,84.613,15.387,86.86,384,0.950,bicubic,-37.963,-15.047,-64
regnety_160.swag_lc_in1k,60.147,39.853,85.760,14.240,83.59,224,0.965,bicubic,-36.673,-13.890,+131
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,59.973,40.027,83.760,16.240,73.88,224,0.950,bicubic,-37.677,-15.880,-3
vit_large_patch14_clip_224.laion2b_ft_in1k,59.947,40.053,85.667,14.333,304.20,224,1.000,bicubic,-37.943,-13.983,-34
xcit_large_24_p8_384.fb_dist_in1k,59.947,40.053,85.467,14.533,188.93,384,1.000,bicubic,-37.573,-14.073,+15
coatnet_2_rw_224.sw_in12k_ft_in1k,59.533,40.467,84.213,15.787,73.87,224,0.950,bicubic,-37.987,-15.387,+13
tf_efficientnetv2_m.in21k_ft_in1k,59.413,40.587,84.573,15.427,54.14,480,1.000,bicubic,-38.407,-15.027,-26
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,59.160,40.840,84.480,15.520,116.09,224,0.950,bicubic,-38.600,-15.220,-19
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,59.147,40.853,83.280,16.720,86.86,384,1.000,bicubic,-38.843,-16.380,-50
vit_base_patch8_224.augreg_in21k_ft_in1k,58.960,41.040,82.733,17.267,86.58,224,0.900,bicubic,-38.610,-16.857,+2
maxvit_tiny_tf_512.in1k,58.800,41.200,84.573,15.427,31.05,512,1.000,bicubic,-38.780,-14.987,0
tiny_vit_21m_512.dist_in22k_ft_in1k,58.733,41.267,83.693,16.307,21.27,512,1.000,bicubic,-39.137,-15.937,-41
caformer_s18.sail_in22k_ft_in1k_384,58.640,41.360,85.347,14.653,26.34,384,1.000,bicubic,-38.780,-14.273,+23
volo_d2_384.sail_in1k,58.600,41.400,84.280,15.720,58.87,384,1.000,bicubic,-38.720,-15.320,+35
tiny_vit_21m_384.dist_in22k_ft_in1k,58.320,41.680,83.653,16.347,21.23,384,1.000,bicubic,-39.290,-15.937,-8
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,58.253,41.747,85.480,14.520,88.59,384,1.000,bicubic,-39.787,-14.210,-60
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,58.040,41.960,80.640,19.360,468.53,224,0.875,bilinear,-39.330,-19.040,+26
cait_m36_384.fb_dist_in1k,57.840,42.160,84.840,15.160,271.22,384,1.000,bicubic,-39.560,-14.670,+22
dm_nfnet_f5.dm_in1k,57.640,42.360,82.267,17.733,377.21,544,0.954,bicubic,-40.140,-17.493,-32
dm_nfnet_f6.dm_in1k,57.560,42.440,82.360,17.640,438.36,576,0.956,bicubic,-40.220,-17.290,-34
caformer_s36.sail_in1k_384,57.347,42.653,82.787,17.213,39.30,384,1.000,bicubic,-40.043,-16.753,+20
deit3_base_patch16_224.fb_in22k_ft_in1k,57.267,42.733,83.520,16.480,86.59,224,1.000,bicubic,-40.213,-16.030,+3
volo_d5_224.sail_in1k,57.107,42.893,82.733,17.267,295.46,224,0.960,bicubic,-40.273,-16.837,+19
convnext_base.clip_laiona_augreg_ft_in1k_384,57.080,42.920,84.773,15.227,88.59,384,1.000,bicubic,-40.540,-14.807,-19
deit3_small_patch16_384.fb_in22k_ft_in1k,57.080,42.920,83.067,16.933,22.21,384,1.000,bicubic,-40.050,-16.443,+55
convnextv2_large.fcmae_ft_in1k,56.880,43.120,83.467,16.533,197.96,288,1.000,bicubic,-40.780,-16.253,-28
regnety_160.lion_in12k_ft_in1k,56.747,43.253,83.453,16.547,83.59,288,1.000,bicubic,-40.703,-16.147,+2
dm_nfnet_f4.dm_in1k,56.707,43.293,81.760,18.240,316.07,512,0.951,bicubic,-40.933,-17.780,-26
xcit_medium_24_p8_384.fb_dist_in1k,56.693,43.307,83.453,16.547,84.32,384,1.000,bicubic,-40.587,-16.067,+27
maxvit_small_tf_384.in1k,56.600,43.400,82.293,17.707,69.02,384,1.000,bicubic,-40.830,-17.217,+4
regnety_160.sw_in12k_ft_in1k,56.253,43.747,82.840,17.160,83.59,288,1.000,bicubic,-41.197,-16.750,-1
convformer_m36.sail_in22k_ft_in1k,55.880,44.120,81.813,18.187,57.05,224,1.000,bicubic,-41.720,-17.807,-23
caformer_s36.sail_in22k_ft_in1k,55.813,44.187,82.133,17.867,39.30,224,1.000,bicubic,-41.787,-17.587,-23
vit_large_patch16_224.augreg_in21k_ft_in1k,55.573,44.427,80.107,19.893,304.33,224,0.900,bicubic,-42.057,-19.483,-31
convformer_b36.sail_in1k_384,55.453,44.547,81.293,18.707,99.88,384,1.000,bicubic,-42.077,-18.227,-18
vit_base_patch16_clip_384.openai_ft_in1k,55.000,45.000,82.613,17.387,86.86,384,1.000,bicubic,-42.540,-17.047,-20
vit_base_r50_s16_384.orig_in21k_ft_in1k,54.627,45.373,81.213,18.787,98.95,384,1.000,bicubic,-42.563,-18.347,+37
cait_s36_384.fb_dist_in1k,54.360,45.640,81.373,18.627,68.37,384,1.000,bicubic,-42.970,-18.167,+10
volo_d1_384.sail_in1k,54.333,45.667,81.000,19.000,26.78,384,1.000,bicubic,-42.577,-18.460,+81
deit3_huge_patch14_224.fb_in1k,54.320,45.680,82.093,17.907,632.13,224,0.900,bicubic,-42.580,-17.127,+82
vit_base_patch16_clip_384.laion2b_ft_in1k,54.267,45.733,80.880,19.120,86.86,384,1.000,bicubic,-43.453,-18.750,-48
xcit_small_24_p8_384.fb_dist_in1k,54.253,45.747,81.547,18.453,47.63,384,1.000,bicubic,-42.987,-18.003,+20
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,54.173,45.827,81.640,18.360,39.03,384,0.950,bicubic,-43.267,-17.960,-11
resnetv2_101x3_bit.goog_in21k_ft_in1k,54.027,45.973,81.027,18.973,387.93,448,1.000,bilinear,-42.953,-18.503,+63
resnetv2_152x2_bit.goog_in21k_ft_in1k,54.013,45.987,82.000,18.000,236.34,448,1.000,bilinear,-42.987,-17.590,+58
beitv2_base_patch16_224.in1k_ft_in1k,53.813,46.187,81.853,18.147,86.53,224,0.900,bicubic,-43.357,-17.617,+29
dm_nfnet_f3.dm_in1k,53.773,46.227,79.813,20.187,254.92,416,0.940,bicubic,-43.697,-19.747,-20
convformer_m36.sail_in1k_384,53.547,46.453,80.733,19.267,57.05,384,1.000,bicubic,-43.863,-18.867,-9
deit3_base_patch16_384.fb_in1k,53.427,46.573,80.547,19.453,86.88,384,1.000,bicubic,-43.613,-18.833,+50
convnext_small.in12k_ft_in1k,53.240,46.760,81.400,18.600,50.22,288,1.000,bicubic,-44.110,-18.180,-4
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,53.067,46.933,76.907,23.093,194.03,224,0.875,bilinear,-43.743,-22.693,+83
volo_d4_224.sail_in1k,52.987,47.013,80.427,19.573,192.96,224,0.960,bicubic,-44.293,-19.113,+3
xcit_large_24_p16_384.fb_dist_in1k,52.853,47.147,81.827,18.173,189.10,384,1.000,bicubic,-44.667,-17.653,-32
convnext_small.fb_in22k_ft_in1k_384,52.427,47.573,80.813,19.187,50.22,384,1.000,bicubic,-45.183,-18.787,-48
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,52.320,47.680,82.480,17.520,88.59,256,1.000,bicubic,-45.280,-17.130,-47
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,52.320,47.680,79.747,20.253,88.34,448,1.000,bicubic,-44.990,-19.733,-5
maxvit_tiny_tf_384.in1k,52.080,47.920,79.813,20.187,30.98,384,1.000,bicubic,-45.230,-19.687,-7
regnety_120.sw_in12k_ft_in1k,51.813,48.187,80.787,19.213,51.82,288,1.000,bicubic,-45.467,-18.743,-4
swin_base_patch4_window7_224.ms_in22k_ft_in1k,51.440,48.560,80.080,19.920,87.77,224,0.900,bicubic,-45.840,-19.510,-6
tf_efficientnet_b4.ns_jft_in1k,51.253,48.747,79.173,20.827,19.34,380,0.922,bicubic,-45.697,-20.087,+53
efficientnet_b5.sw_in12k_ft_in1k,51.213,48.787,78.840,21.160,30.39,448,1.000,bicubic,-46.197,-20.710,-23
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,51.213,48.787,78.240,21.760,88.79,224,0.875,bilinear,-45.997,-21.330,+6
flexivit_large.1200ep_in1k,51.200,48.800,80.667,19.333,304.36,240,0.950,bicubic,-46.210,-18.803,-27
eva02_small_patch14_336.mim_in22k_ft_in1k,51.200,48.800,79.120,20.880,22.13,336,1.000,bicubic,-45.940,-20.350,+16
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,51.120,48.880,78.533,21.467,236.34,384,1.000,bicubic,-45.710,-20.877,+66
convnext_small.fb_in22k_ft_in1k,51.067,48.933,80.920,19.080,50.22,288,1.000,bicubic,-46.293,-18.610,-22
mvitv2_large.fb_in1k,50.867,49.133,78.493,21.507,217.99,224,0.900,bicubic,-46.063,-20.907,+50
beit_base_patch16_224.in22k_ft_in22k_in1k,50.720,49.280,79.733,20.267,86.53,224,0.900,bicubic,-46.360,-19.877,+21
tf_efficientnetv2_l.in1k,50.693,49.307,77.613,22.387,118.52,480,1.000,bicubic,-46.777,-21.917,-41
vit_base_patch16_384.orig_in21k_ft_in1k,50.653,49.347,78.200,21.800,86.86,384,1.000,bicubic,-46.067,-21.280,+78
xcit_small_12_p8_384.fb_dist_in1k,50.587,49.413,79.573,20.427,26.21,384,1.000,bicubic,-46.643,-19.907,-6
convformer_s36.sail_in1k_384,50.333,49.667,78.893,21.107,40.01,384,1.000,bicubic,-46.947,-20.577,-14
convnext_tiny.in12k_ft_in1k_384,50.320,49.680,79.800,20.200,28.59,384,1.000,bicubic,-47.020,-19.800,-26
volo_d3_224.sail_in1k,50.320,49.680,78.213,21.787,86.33,224,0.960,bicubic,-46.770,-21.257,+14
flexivit_large.600ep_in1k,50.253,49.747,80.013,19.987,304.36,240,0.950,bicubic,-47.027,-19.417,-23
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,50.120,49.880,78.040,21.960,86.57,224,0.950,bicubic,-47.330,-21.500,-45
convformer_s18.sail_in22k_ft_in1k_384,50.067,49.933,80.973,19.027,26.77,384,1.000,bicubic,-47.203,-18.577,-18
vit_base_patch16_224.augreg2_in21k_ft_in1k,49.827,50.173,78.960,21.040,86.57,224,0.900,bicubic,-47.323,-20.490,-1
vit_base_patch16_clip_224.openai_ft_in12k_in1k,49.800,50.200,77.120,22.880,86.57,224,0.950,bicubic,-47.730,-22.380,-61
cait_s24_384.fb_dist_in1k,49.733,50.267,78.760,21.240,47.06,384,1.000,bicubic,-47.337,-20.670,+16
inception_next_base.sail_in1k_384,49.693,50.307,79.133,20.867,86.67,384,1.000,bicubic,-47.567,-20.357,-21
xcit_medium_24_p16_384.fb_dist_in1k,49.333,50.667,79.867,20.133,84.40,384,1.000,bicubic,-47.947,-19.643,-26
deit_base_distilled_patch16_384.fb_in1k,49.333,50.667,79.227,20.773,87.63,384,1.000,bicubic,-47.627,-20.253,+28
caformer_s18.sail_in1k_384,49.147,50.853,78.693,21.307,26.34,384,1.000,bicubic,-47.933,-20.797,+11
coat_lite_medium_384.in1k,49.093,50.907,78.600,21.400,44.57,384,1.000,bicubic,-48.057,-20.940,-7
tf_efficientnet_b8.ra_in1k,48.933,51.067,77.227,22.773,87.41,672,0.954,bicubic,-48.267,-22.273,-14
convnextv2_base.fcmae_ft_in1k,48.693,51.307,78.827,21.173,88.72,288,1.000,bicubic,-48.527,-20.713,-21
deit3_large_patch16_224.fb_in1k,48.627,51.373,78.107,21.893,304.37,224,0.900,bicubic,-48.313,-21.153,+27
caformer_b36.sail_in1k,48.533,51.467,75.667,24.333,98.75,224,1.000,bicubic,-48.447,-23.823,+19
flexivit_large.300ep_in1k,48.520,51.480,78.653,21.347,304.36,240,0.950,bicubic,-48.730,-20.837,-29
convnext_base.clip_laion2b_augreg_ft_in1k,48.453,51.547,79.827,20.173,88.59,256,1.000,bicubic,-48.787,-19.693,-28
tf_efficientnetv2_s.in21k_ft_in1k,48.453,51.547,77.867,22.133,21.46,384,1.000,bicubic,-48.277,-21.463,+54
resnest269e.in1k,48.213,51.787,74.333,25.667,110.93,416,0.928,bicubic,-48.297,-25.017,+106
xcit_large_24_p8_224.fb_dist_in1k,48.160,51.840,79.093,20.907,188.93,224,1.000,bicubic,-48.910,-20.327,+2
deit3_medium_patch16_224.fb_in22k_ft_in1k,48.160,51.840,77.027,22.973,38.85,224,1.000,bicubic,-48.810,-22.403,+15
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,47.960,52.040,76.853,23.147,88.30,384,1.000,bicubic,-49.400,-22.667,-51
regnety_2560.seer_ft_in1k,47.907,52.093,76.800,23.200,"1,282.60",384,1.000,bicubic,-49.313,-22.720,-30
regnetz_e8.ra3_in1k,47.800,52.200,76.200,23.800,57.70,320,1.000,bicubic,-49.400,-23.340,-27
convnext_tiny.in12k_ft_in1k,47.507,52.493,78.747,21.253,28.59,288,1.000,bicubic,-49.553,-20.803,-1
convformer_s36.sail_in22k_ft_in1k,47.440,52.560,77.107,22.893,40.01,224,1.000,bicubic,-49.640,-22.453,-9
resnetv2_50x3_bit.goog_in21k_ft_in1k,47.307,52.693,77.333,22.667,217.32,448,1.000,bilinear,-49.403,-22.157,+49
vit_base_patch16_clip_224.openai_ft_in1k,47.200,52.800,77.533,22.467,86.57,224,0.900,bicubic,-49.880,-22.077,-8
xcit_large_24_p8_224.fb_in1k,47.160,52.840,74.480,25.520,188.93,224,1.000,bicubic,-49.240,-24.510,+112
xcit_small_24_p16_384.fb_dist_in1k,46.987,53.013,77.160,22.840,47.67,384,1.000,bicubic,-50.133,-22.290,-22
tf_efficientnet_b8.ap_in1k,46.893,53.107,76.533,23.467,87.41,672,0.954,bicubic,-50.217,-22.977,-22
convnext_large.fb_in1k,46.813,53.187,76.627,23.373,197.77,288,1.000,bicubic,-50.287,-22.823,-20
dm_nfnet_f2.dm_in1k,46.640,53.360,74.813,25.187,193.78,352,0.920,bicubic,-50.470,-24.847,-23
efficientnetv2_rw_m.agc_in1k,46.293,53.707,75.720,24.280,53.24,416,1.000,bicubic,-50.687,-23.620,-2
swinv2_base_window16_256.ms_in1k,46.213,53.787,75.173,24.827,87.92,256,0.900,bicubic,-50.537,-24.177,+34
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,46.120,53.880,72.240,27.760,194.03,224,0.875,bilinear,-50.480,-27.030,+68
caformer_m36.sail_in1k,46.080,53.920,74.533,25.467,56.20,224,1.000,bicubic,-50.810,-24.897,+13
volo_d2_224.sail_in1k,46.067,53.933,75.253,24.747,58.68,224,0.960,bicubic,-50.933,-24.137,-7
vit_small_patch16_384.augreg_in21k_ft_in1k,45.893,54.107,76.720,23.280,22.20,384,1.000,bicubic,-50.807,-22.710,+40
ecaresnet269d.ra2_in1k,45.853,54.147,75.067,24.933,102.09,352,1.000,bicubic,-51.237,-24.403,-27
convnextv2_tiny.fcmae_ft_in22k_in1k_384,45.760,54.240,76.973,23.027,28.64,384,1.000,bicubic,-51.480,-22.637,-51
vit_small_r26_s32_384.augreg_in21k_ft_in1k,45.720,54.280,76.040,23.960,36.47,384,1.000,bicubic,-50.960,-23.040,+48
tf_efficientnet_b7.ap_in1k,45.373,54.627,74.200,25.800,66.35,600,0.949,bicubic,-51.827,-25.300,-47
swin_base_patch4_window12_384.ms_in1k,45.333,54.667,74.360,25.640,87.90,384,1.000,bicubic,-51.247,-24.810,+64
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,45.320,54.680,70.907,29.093,88.79,224,0.875,bilinear,-51.010,-28.493,+111
xcit_medium_24_p8_224.fb_dist_in1k,45.227,54.773,76.760,23.240,84.32,224,1.000,bicubic,-51.693,-22.640,-1
tiny_vit_21m_224.dist_in22k_ft_in1k,45.027,54.973,75.547,24.453,21.20,224,0.950,bicubic,-52.173,-23.943,-48
eca_nfnet_l2.ra3_in1k,44.987,55.013,75.880,24.120,56.72,384,1.000,bicubic,-52.093,-23.630,-29
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,44.787,55.213,73.747,26.253,41.72,224,0.950,bicubic,-51.843,-25.473,+51
maxxvit_rmlp_small_rw_256.sw_in1k,44.600,55.400,75.040,24.960,66.01,256,0.950,bicubic,-52.200,-24.340,+11
crossvit_18_dagger_408.in1k,44.253,55.747,73.840,26.160,44.61,408,1.000,bicubic,-52.287,-25.520,+68
resnest200e.in1k,44.133,55.867,73.493,26.507,70.20,320,0.909,bicubic,-52.477,-25.857,+51
seresnextaa101d_32x8d.ah_in1k,43.973,56.027,73.347,26.653,93.59,288,1.000,bicubic,-52.987,-25.903,-16
cait_xs24_384.fb_dist_in1k,43.947,56.053,75.160,24.840,26.67,384,1.000,bicubic,-52.593,-24.260,+62
mvitv2_base.fb_in1k,43.747,56.253,74.507,25.493,51.47,224,0.900,bicubic,-53.013,-24.753,+12
resnetrs200.tf_in1k,43.733,56.267,72.827,27.173,93.21,320,1.000,bicubic,-52.967,-26.543,+26
rexnetr_300.sw_in12k_ft_in1k,43.653,56.347,76.507,23.493,34.81,288,1.000,bicubic,-53.187,-23.003,-1
tresnet_xl.miil_in1k_448,43.493,56.507,72.427,27.573,78.44,448,0.875,bilinear,-52.487,-26.623,+177
caformer_s18.sail_in22k_ft_in1k,43.333,56.667,74.960,25.040,26.34,224,1.000,bicubic,-53.377,-24.590,+18
xcit_small_12_p16_384.fb_dist_in1k,43.307,56.693,73.933,26.067,26.25,384,1.000,bicubic,-53.613,-25.457,-16
vit_base_patch16_224.augreg_in21k_ft_in1k,43.267,56.733,72.907,27.093,86.57,224,0.900,bicubic,-53.613,-26.623,-10
swin_small_patch4_window7_224.ms_in22k_ft_in1k,43.227,56.773,76.187,23.813,49.61,224,0.900,bicubic,-53.253,-23.203,+65
resnetrs420.tf_in1k,43.147,56.853,70.440,29.560,191.89,416,1.000,bicubic,-53.763,-29.080,-16
vit_base_patch32_clip_384.openai_ft_in12k_in1k,43.107,56.893,73.253,26.747,88.30,384,0.950,bicubic,-54.003,-26.247,-53
edgenext_base.in21k_ft_in1k,43.040,56.960,75.440,24.560,18.51,320,1.000,bicubic,-53.690,-23.980,+5
coatnet_rmlp_2_rw_224.sw_in1k,43.040,56.960,71.693,28.307,73.88,224,0.950,bicubic,-53.500,-27.607,+55
xcit_medium_24_p8_224.fb_in1k,43.040,56.960,70.320,29.680,84.32,224,1.000,bicubic,-53.050,-28.570,+142
tf_efficientnet_b7.ra_in1k,42.973,57.027,73.147,26.853,66.35,600,0.949,bicubic,-54.027,-26.373,-38
tf_efficientnetv2_m.in1k,42.813,57.187,72.600,27.400,54.14,480,1.000,bicubic,-54.397,-26.930,-74
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,42.707,57.293,74.307,25.693,38.86,256,0.950,bicubic,-53.963,-25.063,+23
hrnet_w48_ssld.paddle_in1k,42.600,57.400,72.147,27.853,77.47,288,1.000,bilinear,-54.430,-27.243,-44
dm_nfnet_f1.dm_in1k,42.547,57.453,71.560,28.440,132.63,320,0.910,bicubic,-54.483,-28.080,-44
xcit_tiny_24_p8_384.fb_dist_in1k,42.453,57.547,72.853,27.147,12.11,384,1.000,bicubic,-54.077,-26.417,+49
gcvit_base.in1k,42.440,57.560,73.773,26.227,90.32,224,0.875,bicubic,-54.120,-25.377,+39
swinv2_small_window16_256.ms_in1k,42.360,57.640,72.867,27.133,49.73,256,0.900,bicubic,-54.110,-26.333,+55
maxvit_rmlp_small_rw_224.sw_in1k,42.227,57.773,72.387,27.613,64.90,224,0.900,bicubic,-54.353,-26.863,+35
convformer_s18.sail_in1k_384,42.120,57.880,74.453,25.547,26.77,384,1.000,bicubic,-54.920,-24.937,-51
convnextv2_tiny.fcmae_ft_in22k_in1k,42.093,57.907,75.747,24.253,28.64,288,1.000,bicubic,-54.757,-23.713,-24
maxvit_base_tf_224.in1k,41.987,58.013,70.080,29.920,119.47,224,0.950,bicubic,-54.963,-29.500,-39
convnext_base.fb_in1k,41.947,58.053,73.987,26.013,88.59,288,1.000,bicubic,-54.883,-25.463,-22
xcit_small_24_p8_224.fb_dist_in1k,41.907,58.093,73.653,26.347,47.63,224,1.000,bicubic,-54.963,-25.827,-30
crossvit_15_dagger_408.in1k,41.907,58.093,72.040,27.960,28.50,408,1.000,bicubic,-54.483,-27.310,+63
resnetaa101d.sw_in12k_ft_in1k,41.893,58.107,72.387,27.613,44.57,288,1.000,bicubic,-54.807,-26.973,0
maxvit_large_tf_224.in1k,41.880,58.120,68.653,31.347,211.79,224,0.950,bicubic,-55.080,-30.737,-46
xcit_small_24_p8_224.fb_in1k,41.800,58.200,71.080,28.920,47.63,224,1.000,bicubic,-54.610,-28.070,+55
vit_large_r50_s32_224.augreg_in21k_ft_in1k,41.640,58.360,70.227,29.773,328.99,224,0.900,bicubic,-55.150,-29.113,-23
vit_base_patch16_clip_224.laion2b_ft_in1k,41.613,58.387,73.627,26.373,86.57,224,1.000,bicubic,-55.517,-25.833,-80
swinv2_base_window8_256.ms_in1k,41.547,58.453,72.427,27.573,87.92,256,0.900,bicubic,-54.983,-26.893,+34
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,41.547,58.453,71.720,28.280,44.18,224,0.875,bilinear,-54.873,-27.430,+48
deit3_small_patch16_224.fb_in22k_ft_in1k,41.200,58.800,71.893,28.107,22.06,224,1.000,bicubic,-55.460,-27.437,+5
maxvit_rmlp_tiny_rw_256.sw_in1k,41.173,58.827,71.187,28.813,29.15,256,0.950,bicubic,-55.247,-28.193,+46
regnety_1280.seer_ft_in1k,41.147,58.853,71.200,28.800,644.81,384,1.000,bicubic,-55.713,-28.190,-39
seresnext101d_32x8d.ah_in1k,41.147,58.853,70.920,29.080,93.59,288,1.000,bicubic,-55.553,-28.560,-9
convnext_tiny.fb_in22k_ft_in1k_384,41.053,58.947,72.533,27.467,28.59,384,1.000,bicubic,-56.027,-26.977,-76
caformer_s36.sail_in1k,41.040,58.960,70.893,29.107,39.30,224,1.000,bicubic,-55.650,-28.467,-8
davit_base.msft_in1k,40.880,59.120,72.747,27.253,87.95,224,0.950,bicubic,-56.060,-26.593,-54
tf_efficientnet_b6.ap_in1k,40.827,59.173,71.627,28.373,43.04,528,0.942,bicubic,-56.253,-27.793,-81
flexivit_base.1200ep_in1k,40.640,59.360,72.307,27.693,86.59,240,0.950,bicubic,-56.100,-27.053,-28
convformer_b36.sail_in1k,40.453,59.547,69.440,30.560,99.88,224,1.000,bicubic,-56.447,-30.040,-50
resmlp_big_24_224.fb_in22k_ft_in1k,40.373,59.627,74.800,25.200,129.14,224,0.875,bicubic,-56.247,-24.650,+1
deit3_small_patch16_384.fb_in1k,40.333,59.667,70.333,29.667,22.21,384,1.000,bicubic,-55.867,-28.957,+77
tresnet_l.miil_in1k_448,40.213,59.787,69.920,30.080,55.99,448,0.875,bilinear,-55.647,-29.280,+158
deit_base_patch16_384.fb_in1k,40.187,59.813,70.813,29.187,86.86,384,1.000,bicubic,-55.973,-28.427,+86
regnetz_040_h.ra3_in1k,40.000,60.000,71.320,28.680,28.94,320,1.000,bicubic,-56.700,-27.970,-26
resnetrs350.tf_in1k,39.960,60.040,68.907,31.093,163.96,384,1.000,bicubic,-56.790,-30.463,-37
flexivit_base.600ep_in1k,39.920,60.080,71.893,28.107,86.59,240,0.950,bicubic,-56.730,-27.437,-10
regnetz_d8.ra3_in1k,39.907,60.093,71.707,28.293,23.37,320,1.000,bicubic,-56.713,-27.803,-5
swin_s3_base_224.ms_in1k,39.853,60.147,70.467,29.533,71.13,224,0.900,bicubic,-56.387,-28.683,+62
flexivit_base.300ep_in1k,39.533,60.467,71.000,29.000,86.59,240,0.950,bicubic,-57.067,-28.530,-4
seresnext101_32x8d.ah_in1k,39.520,60.480,69.480,30.520,93.57,288,1.000,bicubic,-57.250,-29.870,-44
gcvit_small.in1k,39.400,60.600,70.480,29.520,51.09,224,0.875,bicubic,-56.880,-28.660,+53
regnetz_d8_evos.ch_in1k,39.360,60.640,71.427,28.573,23.46,320,1.000,bicubic,-57.210,-28.033,0
deit3_base_patch16_224.fb_in1k,39.173,60.827,70.933,29.067,86.59,224,0.900,bicubic,-57.127,-28.247,+47
volo_d1_224.sail_in1k,39.013,60.987,70.267,29.733,26.63,224,0.960,bicubic,-57.307,-29.043,+44
vit_large_patch32_384.orig_in21k_ft_in1k,38.920,61.080,68.933,31.067,306.63,384,1.000,bicubic,-56.910,-30.237,+151
resnetv2_101x1_bit.goog_in21k_ft_in1k,38.907,61.093,71.027,28.973,44.54,448,1.000,bilinear,-57.193,-28.243,+90
mvitv2_small.fb_in1k,38.773,61.227,70.413,29.587,34.87,224,0.900,bicubic,-57.597,-28.787,+29
regnetz_040.ra3_in1k,38.747,61.253,70.440,29.560,27.12,320,1.000,bicubic,-57.973,-29.060,-43
coat_lite_medium.in1k,38.600,61.400,71.093,28.907,44.57,224,0.900,bicubic,-57.870,-28.147,+12
xcit_small_12_p8_224.fb_dist_in1k,38.280,61.720,71.373,28.627,26.21,224,1.000,bicubic,-58.420,-27.987,-39
resnet200d.ra2_in1k,38.133,61.867,68.573,31.427,64.69,320,1.000,bicubic,-58.597,-30.847,-48
davit_small.msft_in1k,38.120,61.880,70.747,29.253,49.75,224,0.950,bicubic,-58.510,-28.413,-25
tf_efficientnet_b7.aa_in1k,38.120,61.880,69.320,30.680,66.35,600,0.949,bicubic,-58.420,-29.940,-5
focalnet_base_srf.ms_in1k,37.827,62.173,69.747,30.253,88.15,224,0.900,bicubic,-58.733,-29.483,-10
focalnet_base_lrf.ms_in1k,37.787,62.213,68.573,31.427,88.75,224,0.900,bicubic,-58.663,-30.727,+10
convformer_m36.sail_in1k,37.760,62.240,67.280,32.720,57.05,224,1.000,bicubic,-58.920,-32.300,-34
swinv2_small_window8_256.ms_in1k,37.733,62.267,69.853,30.147,49.73,256,0.900,bicubic,-58.537,-29.357,+38
xcit_large_24_p16_224.fb_dist_in1k,37.653,62.347,71.613,28.387,189.10,224,1.000,bicubic,-59.147,-27.737,-67
seresnet152d.ra2_in1k,37.653,62.347,69.493,30.507,66.84,320,1.000,bicubic,-59.117,-29.947,-63
maxvit_small_tf_224.in1k,37.560,62.440,67.947,32.053,68.93,224,0.950,bicubic,-59.130,-31.423,-42
xcit_small_12_p8_224.fb_in1k,37.547,62.453,68.160,31.840,26.21,224,1.000,bicubic,-58.563,-31.000,+74
eca_nfnet_l1.ra2_in1k,37.533,62.467,70.933,29.067,41.41,320,1.000,bicubic,-59.167,-28.447,-47
fastvit_ma36.apple_dist_in1k,37.493,62.507,71.053,28.947,44.07,256,0.950,bicubic,-59.287,-28.277,-69
efficientvit_b3.r288_in1k,37.427,62.573,69.893,30.107,48.65,288,1.000,bicubic,-59.203,-29.457,-35
twins_svt_large.in1k,37.213,62.787,69.187,30.813,99.27,224,0.900,bicubic,-59.027,-30.013,+34
regnetz_d32.ra3_in1k,37.160,62.840,70.480,29.520,27.58,320,0.950,bicubic,-59.430,-28.900,-29
vit_base_patch32_384.augreg_in21k_ft_in1k,37.107,62.893,69.787,30.213,88.30,384,1.000,bicubic,-59.383,-29.623,-11
regnety_064.ra3_in1k,37.013,62.987,68.107,31.893,30.58,288,1.000,bicubic,-59.347,-31.123,+11
swin_s3_small_224.ms_in1k,36.933,63.067,68.253,31.747,49.74,224,0.900,bicubic,-59.297,-30.827,+34
resnext101_64x4d.c1_in1k,36.840,63.160,66.627,33.373,83.46,288,1.000,bicubic,-59.240,-32.573,+70
regnety_160.deit_in1k,36.827,63.173,69.120,30.880,83.59,288,1.000,bicubic,-59.523,-30.060,+9
efficientnetv2_rw_s.ra2_in1k,36.827,63.173,68.320,31.680,23.94,384,1.000,bicubic,-59.713,-30.780,-24
convnext_small.fb_in1k,36.707,63.293,71.067,28.933,50.22,288,1.000,bicubic,-59.813,-28.273,-19
pit_b_distilled_224.in1k,36.707,63.293,68.093,31.907,74.79,224,0.900,bicubic,-59.523,-31.017,+28
pvt_v2_b4.in1k,36.627,63.373,68.653,31.347,62.56,224,0.900,bicubic,-59.723,-30.677,+7
pvt_v2_b5.in1k,36.293,63.707,68.427,31.573,81.96,224,0.900,bicubic,-60.067,-30.813,+4
cait_xxs36_384.fb_dist_in1k,36.267,63.733,67.733,32.267,17.37,384,1.000,bicubic,-59.563,-31.417,+120
fastvit_sa36.apple_dist_in1k,36.187,63.813,69.267,30.733,31.53,256,0.900,bicubic,-60.173,-29.903,0
regnety_640.seer_ft_in1k,36.120,63.880,68.307,31.693,281.38,384,1.000,bicubic,-60.730,-31.113,-94
nest_base_jx.goog_in1k,36.053,63.947,66.747,33.253,67.72,224,0.875,bicubic,-60.187,-32.473,+17
coatnet_1_rw_224.sw_in1k,35.973,64.027,67.133,32.867,41.72,224,0.950,bicubic,-60.057,-32.027,+74
maxvit_tiny_rw_224.sw_in1k,35.960,64.040,65.573,34.427,29.06,224,0.950,bicubic,-60.280,-33.597,+19
repvgg_d2se.rvgg_in1k,35.827,64.173,66.720,33.280,133.33,320,1.000,bilinear,-60.863,-32.640,-67
cs3se_edgenet_x.c2ns_in1k,35.667,64.333,67.827,32.173,50.72,320,1.000,bicubic,-60.783,-31.573,-22
sequencer2d_l.in1k,35.600,64.400,67.360,32.640,54.30,224,0.875,bicubic,-60.550,-31.800,+38
swin_base_patch4_window7_224.ms_in1k,35.560,64.440,68.160,31.840,87.77,224,0.900,bicubic,-60.560,-30.900,+45
regnety_080.ra3_in1k,35.560,64.440,67.213,32.787,39.18,288,1.000,bicubic,-60.970,-32.107,-35
tf_efficientnet_b3.ns_jft_in1k,35.520,64.480,67.773,32.227,12.23,300,0.904,bicubic,-60.870,-31.617,-15
inception_next_base.sail_in1k,35.187,64.813,66.533,33.467,86.67,224,0.950,bicubic,-61.373,-32.547,-44
tf_efficientnet_b6.aa_in1k,35.147,64.853,67.733,32.267,43.04,528,0.942,bicubic,-61.523,-31.757,-66
resnetrs270.tf_in1k,34.973,65.027,65.453,34.547,129.86,352,1.000,bicubic,-61.717,-33.897,-72
gcvit_tiny.in1k,34.947,65.053,66.893,33.107,28.22,224,0.875,bicubic,-61.233,-32.297,+21
tf_efficientnet_b5.ap_in1k,34.813,65.187,67.467,32.533,30.39,456,0.934,bicubic,-61.867,-31.993,-72
xcit_tiny_12_p8_384.fb_dist_in1k,34.653,65.347,66.293,33.707,6.71,384,1.000,bicubic,-61.427,-32.567,+49
fastvit_ma36.apple_in1k,34.627,65.373,66.987,33.013,44.07,256,0.950,bicubic,-61.843,-32.163,-37
vit_base_patch16_224_miil.in21k_ft_in1k,34.533,65.467,64.973,35.027,86.54,224,0.875,bilinear,-61.917,-34.337,-32
xcit_medium_24_p16_224.fb_dist_in1k,34.333,65.667,67.880,32.120,84.40,224,1.000,bicubic,-62.267,-31.390,-61
resnet152d.ra2_in1k,34.280,65.720,65.947,34.053,60.21,320,1.000,bicubic,-62.110,-33.213,-26
deit3_medium_patch16_224.fb_in1k,34.253,65.747,66.013,33.987,38.85,224,0.900,bicubic,-61.827,-33.227,+43
coat_small.in1k,34.187,65.813,66.133,33.867,21.69,224,0.900,bicubic,-61.723,-33.017,+82
tresnet_m.miil_in1k_448,34.107,65.893,64.533,35.467,31.39,448,0.875,bilinear,-60.883,-33.927,+253
resmlp_big_24_224.fb_distilled_in1k,34.053,65.947,69.573,30.427,129.14,224,0.875,bicubic,-62.397,-29.547,-39
regnetv_064.ra3_in1k,34.000,66.000,67.880,32.120,30.58,288,1.000,bicubic,-62.410,-31.480,-34
tiny_vit_11m_224.dist_in22k_ft_in1k,33.867,66.133,65.827,34.173,11.00,224,0.950,bicubic,-62.423,-33.403,-12
xcit_tiny_24_p16_384.fb_dist_in1k,33.827,66.173,65.400,34.600,12.12,384,1.000,bicubic,-62.113,-33.810,+70
inception_next_small.sail_in1k,33.800,66.200,65.773,34.227,49.37,224,0.875,bicubic,-62.440,-33.417,-10
caformer_s18.sail_in1k,33.707,66.293,65.400,34.600,26.34,224,1.000,bicubic,-62.433,-33.770,+19
pvt_v2_b3.in1k,33.640,66.360,67.680,32.320,45.24,224,0.900,bicubic,-62.350,-31.510,+55
focalnet_small_srf.ms_in1k,33.520,66.480,65.907,34.093,49.89,224,0.900,bicubic,-62.550,-33.383,+38
coatnet_rmlp_1_rw_224.sw_in1k,33.507,66.493,65.573,34.427,41.69,224,0.950,bicubic,-62.453,-33.617,+62
convformer_s18.sail_in22k_ft_in1k,33.453,66.547,68.280,31.720,26.77,224,1.000,bicubic,-63.177,-31.060,-83
resnet152.a1h_in1k,33.427,66.573,63.453,36.547,60.19,288,1.000,bicubic,-62.773,-35.807,-2
twins_pcpvt_large.in1k,33.387,66.613,67.907,32.093,60.99,224,0.900,bicubic,-62.753,-31.453,+12
convformer_s36.sail_in1k,33.320,66.680,63.827,36.173,40.01,224,1.000,bicubic,-63.260,-35.413,-74
focalnet_small_lrf.ms_in1k,33.227,66.773,67.067,32.933,50.34,224,0.900,bicubic,-62.953,-32.163,-1
fastvit_sa36.apple_in1k,33.200,66.800,66.000,34.000,31.53,256,0.900,bicubic,-63.040,-33.130,-18
twins_svt_base.in1k,33.200,66.800,65.720,34.280,56.07,224,0.900,bicubic,-62.960,-33.330,+3
pit_b_224.in1k,33.160,66.840,62.347,37.653,73.76,224,0.900,bicubic,-62.470,-36.893,+110
tiny_vit_21m_224.in1k,33.133,66.867,67.453,32.547,21.20,224,0.950,bicubic,-62.997,-31.767,+9
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,33.040,66.960,65.120,34.880,25.03,224,0.875,bilinear,-62.820,-33.950,+68
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,33.027,66.973,64.240,35.760,236.34,224,0.875,bicubic,-63.093,-35.100,+9
mobilevitv2_200.cvnets_in22k_ft_in1k_384,32.987,67.013,65.493,34.507,18.45,384,1.000,bicubic,-63.073,-33.587,+27
convnextv2_nano.fcmae_ft_in22k_in1k_384,32.947,67.053,67.173,32.827,15.62,384,1.000,bicubic,-63.423,-32.227,-48
regnety_320.seer_ft_in1k,32.933,67.067,66.333,33.667,145.05,384,1.000,bicubic,-63.407,-33.017,-41
swinv2_cr_small_ns_224.sw_in1k,32.893,67.107,65.947,34.053,49.70,224,0.900,bicubic,-63.287,-33.173,-10
xception65.ra3_in1k,32.747,67.253,62.973,37.027,39.92,299,0.940,bicubic,-63.613,-36.257,-49
xcit_large_24_p16_224.fb_in1k,32.733,67.267,62.067,37.933,189.10,224,1.000,bicubic,-62.697,-36.773,+150
ecaresnet101d.miil_in1k,32.707,67.293,65.973,34.027,44.57,288,0.950,bicubic,-63.513,-33.337,-24
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,32.640,67.360,63.987,36.013,194.03,224,0.875,bilinear,-63.150,-35.173,+73
swin_small_patch4_window7_224.ms_in1k,32.573,67.427,65.347,34.653,49.61,224,0.900,bicubic,-63.357,-33.803,+49
mobilevitv2_175.cvnets_in22k_ft_in1k_384,32.480,67.520,64.747,35.253,14.25,384,1.000,bicubic,-63.700,-34.393,-15
efficientvit_b3.r256_in1k,32.440,67.560,65.960,34.040,48.65,256,1.000,bicubic,-63.850,-33.230,-39
tf_efficientnetv2_b3.in21k_ft_in1k,32.333,67.667,66.133,33.867,14.36,300,0.900,bicubic,-63.887,-33.097,-28
nest_small_jx.goog_in1k,32.280,67.720,63.747,36.253,38.35,224,0.875,bicubic,-63.690,-35.283,+34
convnext_tiny_hnf.a2h_in1k,32.227,67.773,62.893,37.107,28.59,288,1.000,bicubic,-63.793,-36.247,+25
resnext101_64x4d.tv_in1k,32.160,67.840,64.227,35.773,83.46,224,0.875,bilinear,-63.870,-34.833,+17
efficientvit_b3.r224_in1k,32.080,67.920,64.867,35.133,48.65,224,0.950,bicubic,-63.950,-34.263,+19
vit_base_patch16_224.orig_in21k_ft_in1k,32.053,67.947,61.613,38.387,86.57,224,0.900,bicubic,-63.287,-37.387,+153
convnextv2_tiny.fcmae_ft_in1k,32.027,67.973,67.067,32.933,28.64,288,1.000,bicubic,-64.163,-32.263,-27
maxvit_nano_rw_256.sw_in1k,31.933,68.067,64.187,35.813,15.45,256,0.950,bicubic,-63.987,-34.823,+41
tf_efficientnet_b5.ra_in1k,31.787,68.213,65.280,34.720,30.39,456,0.934,bicubic,-64.553,-34.030,-57
rexnetr_200.sw_in12k_ft_in1k,31.733,68.267,67.653,32.347,16.52,288,1.000,bicubic,-64.467,-31.567,-33
swinv2_cr_small_224.sw_in1k,31.733,68.267,62.547,37.453,49.70,224,0.900,bicubic,-64.347,-36.593,+1
swinv2_tiny_window16_256.ms_in1k,31.707,68.293,65.667,34.333,28.35,256,0.900,bicubic,-64.223,-33.353,+34
regnetz_c16_evos.ch_in1k,31.493,68.507,66.347,33.653,13.49,320,0.950,bicubic,-64.647,-32.653,-21
fastvit_sa24.apple_dist_in1k,31.427,68.573,64.760,35.240,21.55,256,0.900,bicubic,-64.723,-34.430,-25
resnest101e.in1k,31.413,68.587,64.320,35.680,48.28,256,0.875,bilinear,-64.447,-34.780,+42
maxvit_rmlp_nano_rw_256.sw_in1k,31.400,68.600,63.413,36.587,15.50,256,0.950,bicubic,-64.570,-35.737,+21
regnety_320.tv2_in1k,31.360,68.640,64.840,35.160,145.05,224,0.965,bicubic,-64.720,-34.390,-8
maxxvit_rmlp_nano_rw_256.sw_in1k,31.333,68.667,64.360,35.640,16.78,256,0.950,bicubic,-64.707,-34.900,+2
regnetv_040.ra3_in1k,31.307,68.693,64.680,35.320,20.64,288,1.000,bicubic,-64.883,-34.570,-40
crossvit_base_240.in1k,31.267,68.733,61.307,38.693,105.03,240,0.875,bicubic,-64.253,-37.563,+95
cait_s24_224.fb_dist_in1k,31.187,68.813,64.573,35.427,46.92,224,1.000,bicubic,-65.233,-34.897,-85
convnext_nano.in12k_ft_in1k,31.107,68.893,67.333,32.667,15.59,288,1.000,bicubic,-64.883,-31.987,+8
efficientnet_b4.ra2_in1k,30.880,69.120,64.667,35.333,19.34,384,1.000,bicubic,-65.270,-34.543,-33
repvit_m2_3.dist_450e_in1k,30.787,69.213,63.840,36.160,23.69,224,0.950,bicubic,-65.543,-35.590,-69
regnety_040.ra3_in1k,30.613,69.387,63.827,36.173,20.65,288,1.000,bicubic,-65.407,-35.243,0
maxvit_tiny_tf_224.in1k,30.587,69.413,62.773,37.227,30.92,224,0.950,bicubic,-65.513,-36.507,-22
crossvit_18_240.in1k,30.587,69.413,61.920,38.080,43.27,240,0.875,bicubic,-64.853,-37.200,+113
sequencer2d_m.in1k,30.560,69.440,62.987,37.013,38.31,224,0.875,bicubic,-65.250,-36.223,+40
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,30.560,69.440,62.053,37.947,88.22,224,0.900,bicubic,-65.570,-37.107,-34
xcit_small_24_p16_224.fb_dist_in1k,30.547,69.453,64.733,35.267,47.67,224,1.000,bicubic,-65.673,-34.477,-56
crossvit_18_dagger_240.in1k,30.520,69.480,61.787,38.213,44.27,240,0.875,bicubic,-65.050,-37.273,+69
maxxvitv2_nano_rw_256.sw_in1k,30.440,69.560,63.707,36.293,23.70,256,0.950,bicubic,-65.460,-35.463,+21
mvitv2_tiny.fb_in1k,30.173,69.827,64.320,35.680,24.17,224,0.900,bicubic,-65.687,-34.800,+27
xcit_medium_24_p16_224.fb_in1k,30.173,69.827,59.307,40.693,84.40,224,1.000,bicubic,-65.367,-39.473,+74
rexnet_300.nav_in1k,30.027,69.973,63.920,36.080,34.71,224,0.875,bicubic,-65.813,-35.210,+27
cait_xxs24_384.fb_dist_in1k,30.013,69.987,63.907,36.093,12.03,384,1.000,bicubic,-65.267,-35.003,+133
tf_efficientnet_b5.aa_in1k,29.973,70.027,63.080,36.920,30.39,456,0.934,bicubic,-66.497,-36.200,-110
convnext_tiny.fb_in1k,29.960,70.040,65.120,34.880,28.59,288,1.000,bicubic,-65.830,-34.060,+33
twins_pcpvt_base.in1k,29.947,70.053,64.627,35.373,43.83,224,0.900,bicubic,-65.843,-34.503,+33
cs3sedarknet_x.c2ns_in1k,29.933,70.067,62.000,38.000,35.40,288,1.000,bicubic,-66.087,-37.190,-13
resnet50.fb_swsl_ig1b_ft_in1k,29.813,70.187,63.827,36.173,25.56,224,0.875,bilinear,-65.587,-35.273,+107
mobilevitv2_150.cvnets_in22k_ft_in1k_384,29.813,70.187,62.133,37.867,10.59,384,1.000,bicubic,-65.877,-37.007,+43
vit_relpos_base_patch16_clsgap_224.sw_in1k,29.733,70.267,62.880,37.120,86.43,224,0.900,bicubic,-66.037,-36.240,+32
resnet152.a1_in1k,29.720,70.280,57.280,42.720,60.19,288,1.000,bicubic,-65.780,-41.800,+78
convnextv2_nano.fcmae_ft_in22k_in1k,29.693,70.307,65.920,34.080,15.62,288,1.000,bicubic,-66.367,-33.300,-29
deit_base_distilled_patch16_224.fb_in1k,29.587,70.413,64.387,35.613,87.34,224,0.900,bicubic,-66.503,-34.803,-40
convit_base.fb_in1k,29.520,70.480,61.747,38.253,86.54,224,0.875,bicubic,-66.030,-37.363,+57
vit_relpos_medium_patch16_cls_224.sw_in1k,29.307,70.693,60.587,39.413,38.76,224,0.900,bicubic,-66.163,-38.363,+82
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,29.293,70.707,66.107,33.893,28.29,224,0.900,bicubic,-66.217,-33.013,+67
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,29.120,70.880,61.000,39.000,88.79,224,0.875,bilinear,-66.390,-38.200,+67
davit_tiny.msft_in1k,29.107,70.893,63.573,36.427,28.36,224,0.950,bicubic,-66.553,-35.477,+38
tf_efficientnetv2_s.in1k,29.040,70.960,61.227,38.773,21.46,384,1.000,bicubic,-67.300,-37.973,-99
edgenext_base.usi_in1k,29.027,70.973,64.907,35.093,18.51,320,1.000,bicubic,-67.673,-34.593,-175
xception65p.ra3_in1k,28.987,71.013,59.907,40.093,39.82,299,0.940,bicubic,-67.223,-39.273,-80
convnext_tiny.fb_in22k_ft_in1k,28.987,71.013,55.600,44.400,28.59,288,1.000,bicubic,-65.853,-43.110,+195
resnet101d.ra2_in1k,28.973,71.027,62.080,37.920,44.57,320,1.000,bicubic,-67.317,-37.040,-97
fastvit_sa24.apple_in1k,28.960,71.040,62.413,37.587,21.55,256,0.900,bicubic,-66.960,-36.747,-9
resnetv2_101.a1h_in1k,28.933,71.067,59.867,40.133,44.54,288,1.000,bicubic,-67.117,-39.273,-40
resnetrs152.tf_in1k,28.893,71.107,60.507,39.493,86.62,320,1.000,bicubic,-67.687,-38.613,-152
regnety_160.tv2_in1k,28.867,71.133,61.627,38.373,83.59,224,0.965,bicubic,-67.103,-37.343,-25
vit_relpos_medium_patch16_224.sw_in1k,28.853,71.147,61.973,38.027,38.75,224,0.900,bicubic,-66.607,-37.037,+71
xcit_tiny_24_p8_224.fb_dist_in1k,28.707,71.293,61.373,38.627,12.11,224,1.000,bicubic,-67.103,-37.737,+5
xcit_tiny_24_p8_224.fb_in1k,28.653,71.347,60.440,39.560,12.11,224,1.000,bicubic,-67.007,-38.590,+25
efficientvit_b2.r288_in1k,28.627,71.373,64.227,35.773,24.33,288,1.000,bicubic,-67.333,-34.933,-26
repvit_m2_3.dist_300e_in1k,28.627,71.373,61.907,38.093,23.69,224,0.950,bicubic,-67.493,-37.333,-68
crossvit_15_dagger_240.in1k,28.547,71.453,60.293,39.707,28.21,240,0.875,bicubic,-67.133,-38.537,+20
cs3edgenet_x.c2_in1k,28.507,71.493,61.133,38.867,47.82,288,1.000,bicubic,-67.543,-38.037,-48
pvt_v2_b2_li.in1k,28.480,71.520,62.000,38.000,22.55,224,0.900,bicubic,-67.080,-37.030,+34
xcit_small_24_p16_224.fb_in1k,28.320,71.680,58.707,41.293,47.67,224,1.000,bicubic,-67.220,-40.013,+38
efficientformerv2_l.snap_dist_in1k,28.253,71.747,61.920,38.080,26.32,224,0.950,bicubic,-67.817,-37.200,-56
resnet101.a1h_in1k,28.160,71.840,59.387,40.613,44.55,288,1.000,bicubic,-67.860,-39.723,-45
efficientformer_l7.snap_dist_in1k,28.000,72.000,63.013,36.987,82.23,224,0.950,bicubic,-68.110,-36.267,-70
flexivit_small.1200ep_in1k,27.853,72.147,58.653,41.347,22.06,240,0.950,bicubic,-67.697,-40.227,+30
resnetaa50d.sw_in12k_ft_in1k,27.813,72.187,62.253,37.747,25.58,288,1.000,bicubic,-68.017,-36.837,-11
pvt_v2_b2.in1k,27.600,72.400,60.733,39.267,25.36,224,0.900,bicubic,-67.880,-38.267,+52
regnetz_c16.ra3_in1k,27.587,72.413,62.720,37.280,13.46,320,1.000,bicubic,-68.353,-36.500,-31
resnext101_32x8d.tv2_in1k,27.573,72.427,59.827,40.173,88.79,224,0.965,bilinear,-68.377,-39.073,-36
vit_base_patch16_384.augreg_in1k,27.547,72.453,57.253,42.747,86.86,384,1.000,bicubic,-67.393,-41.637,+150
coat_lite_small.in1k,27.507,72.493,58.533,41.467,19.84,224,0.900,bicubic,-68.033,-40.547,+27
deit_base_patch16_224.fb_in1k,27.413,72.587,58.880,41.120,86.57,224,0.900,bicubic,-68.037,-40.210,+55
vit_relpos_base_patch16_224.sw_in1k,27.320,72.680,61.147,38.853,86.43,224,0.900,bicubic,-68.240,-37.843,+20
resnetv2_50x1_bit.goog_in21k_ft_in1k,27.307,72.693,62.867,37.133,25.55,448,1.000,bilinear,-67.703,-36.113,+136
regnety_080_tv.tv2_in1k,27.280,72.720,61.520,38.480,39.38,224,0.965,bicubic,-68.580,-37.730,-24
coatnet_bn_0_rw_224.sw_in1k,27.213,72.787,61.253,38.747,27.44,224,0.950,bicubic,-68.487,-37.797,-1
xcit_small_12_p16_224.fb_dist_in1k,27.147,72.853,59.800,40.200,26.25,224,1.000,bicubic,-68.883,-39.190,-63
dm_nfnet_f0.dm_in1k,27.067,72.933,58.320,41.680,71.49,256,0.900,bicubic,-69.243,-41.000,-129
vit_small_patch16_224.augreg_in21k_ft_in1k,27.040,72.960,59.253,40.747,22.05,224,0.900,bicubic,-68.330,-39.687,+67
coatnet_0_rw_224.sw_in1k,27.027,72.973,59.387,40.613,27.44,224,0.950,bicubic,-68.413,-39.663,+52
sequencer2d_s.in1k,26.867,73.133,60.640,39.360,27.65,224,0.875,bicubic,-69.113,-38.490,-55
flexivit_small.600ep_in1k,26.853,73.147,57.253,42.747,22.06,240,0.950,bicubic,-68.817,-41.807,-3
tresnet_v2_l.miil_in21k_ft_in1k,26.707,73.293,59.827,40.173,46.17,224,0.875,bilinear,-69.453,-39.443,-105
gcvit_xtiny.in1k,26.693,73.307,60.907,39.093,19.98,224,0.875,bicubic,-68.897,-38.133,+7
mobilevitv2_200.cvnets_in22k_ft_in1k,26.653,73.347,59.400,40.600,18.45,256,0.888,bicubic,-68.507,-39.700,+94
swin_s3_tiny_224.ms_in1k,26.520,73.480,60.347,39.653,28.33,224,0.900,bicubic,-68.660,-38.603,+90
coatnet_rmlp_nano_rw_224.sw_in1k,26.467,73.533,60.547,39.453,15.15,224,0.900,bicubic,-68.963,-38.493,+48
swinv2_tiny_window8_256.ms_in1k,26.387,73.613,60.480,39.520,28.35,256,0.900,bicubic,-69.103,-38.480,+27
tf_efficientnet_b4.aa_in1k,26.293,73.707,60.080,39.920,19.34,380,0.922,bicubic,-69.607,-38.970,-46
regnetx_320.tv2_in1k,26.267,73.733,58.133,41.867,107.81,224,0.965,bicubic,-69.723,-40.967,-66
tf_efficientnet_b4.ap_in1k,26.227,73.773,60.240,39.760,19.34,380,0.922,bicubic,-69.933,-38.900,-116
coatnext_nano_rw_224.sw_in1k,26.227,73.773,59.613,40.387,14.70,224,0.900,bicubic,-69.203,-39.397,+43
deit3_small_patch16_224.fb_in1k,26.227,73.773,54.480,45.520,22.06,224,0.900,bicubic,-68.763,-44.500,+123
nfnet_l0.ra2_in1k,26.213,73.787,61.747,38.253,35.07,288,1.000,bicubic,-69.907,-37.523,-103
regnety_032.ra_in1k,26.200,73.800,61.013,38.987,19.44,288,1.000,bicubic,-69.760,-38.177,-64
ecaresnet50t.ra2_in1k,26.120,73.880,60.013,39.987,25.57,320,0.950,bicubic,-69.400,-38.797,+7
fbnetv3_g.ra2_in1k,26.107,73.893,61.080,38.920,16.62,288,0.950,bilinear,-69.413,-38.030,+7
mobilevitv2_175.cvnets_in22k_ft_in1k,26.013,73.987,58.520,41.480,14.25,256,0.888,bicubic,-69.207,-40.280,+71
flexivit_small.300ep_in1k,25.907,74.093,57.080,42.920,22.06,240,0.950,bicubic,-69.583,-42.020,+18
visformer_small.in1k,25.853,74.147,58.933,41.067,40.22,224,0.900,bicubic,-69.627,-39.967,+21
inception_next_tiny.sail_in1k,25.800,74.200,59.813,40.187,28.06,224,0.875,bicubic,-69.660,-39.097,+22
vit_small_patch16_384.augreg_in1k,25.773,74.227,57.587,42.413,22.20,384,1.000,bicubic,-69.517,-41.413,+57
convformer_s18.sail_in1k,25.680,74.320,57.960,42.040,26.77,224,1.000,bicubic,-70.270,-41.120,-69
halo2botnet50ts_256.a1h_in1k,25.573,74.427,56.827,43.173,22.64,256,0.950,bicubic,-69.847,-42.193,+34
vit_relpos_medium_patch16_rpn_224.sw_in1k,25.520,74.480,58.667,41.333,38.73,224,0.900,bicubic,-69.980,-40.113,+7
coat_mini.in1k,25.507,74.493,57.707,42.293,10.34,224,0.900,bicubic,-69.463,-41.373,+112
crossvit_15_240.in1k,25.453,74.547,57.587,42.413,27.53,240,0.875,bicubic,-69.697,-41.223,+76
vit_srelpos_medium_patch16_224.sw_in1k,25.373,74.627,58.427,41.573,38.74,224,0.900,bicubic,-69.867,-40.443,+56
resnet101.a1_in1k,25.253,74.747,55.120,44.880,44.55,288,1.000,bicubic,-70.267,-43.730,-3
resnetv2_50x1_bit.goog_distilled_in1k,25.200,74.800,59.667,40.333,25.55,224,0.875,bicubic,-70.910,-39.603,-117
convit_small.fb_in1k,25.147,74.853,57.293,42.707,27.78,224,0.875,bicubic,-70.063,-41.607,+59
xcit_small_12_p16_224.fb_in1k,25.107,74.893,56.067,43.933,26.25,224,1.000,bicubic,-70.323,-42.563,+24
vit_base_patch16_rpn_224.sw_in1k,25.080,74.920,58.680,41.320,86.54,224,0.900,bicubic,-70.310,-40.180,+31
gc_efficientnetv2_rw_t.agc_in1k,25.067,74.933,57.707,42.293,13.68,288,1.000,bicubic,-70.673,-41.473,-43
resnet152.a2_in1k,25.053,74.947,54.320,45.680,60.19,288,1.000,bicubic,-70.437,-44.670,+3
eca_nfnet_l0.ra2_in1k,24.800,75.200,60.040,39.960,24.14,288,1.000,bicubic,-71.140,-39.070,-80
xception41p.ra3_in1k,24.787,75.213,55.253,44.747,26.91,299,0.940,bicubic,-70.723,-43.657,-7
efficientvit_b2.r256_in1k,24.773,75.227,59.720,40.280,24.33,256,1.000,bicubic,-70.877,-39.340,-36
tnt_s_patch16_224,24.707,75.293,58.173,41.827,23.76,224,0.900,bicubic,-70.333,-40.657,+85
convnext_nano_ols.d1h_in1k,24.547,75.453,57.027,42.973,15.65,288,1.000,bicubic,-70.593,-41.823,+70
xcit_tiny_12_p16_384.fb_dist_in1k,24.453,75.547,57.080,42.920,6.72,384,1.000,bicubic,-70.677,-41.940,+70
cs3darknet_x.c2ns_in1k,24.387,75.613,57.760,42.240,35.05,288,1.000,bicubic,-71.463,-41.410,-69
efficientnetv2_rw_t.ra2_in1k,24.280,75.720,57.400,42.600,13.65,288,1.000,bicubic,-71.310,-41.670,-33
swinv2_cr_tiny_ns_224.sw_in1k,24.147,75.853,58.187,41.813,28.33,224,0.900,bicubic,-71.223,-40.953,+23
eva02_tiny_patch14_336.mim_in22k_ft_in1k,24.133,75.867,55.400,44.600,5.76,336,1.000,bicubic,-70.777,-43.480,+100
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,24.120,75.880,57.373,42.627,44.18,224,0.875,bilinear,-71.320,-41.347,+3
twins_svt_small.in1k,24.107,75.893,57.160,42.840,24.06,224,0.900,bicubic,-71.083,-41.720,+48
coatnet_nano_rw_224.sw_in1k,24.093,75.907,57.147,42.853,15.14,224,0.900,bicubic,-71.147,-41.843,+39
vit_small_r26_s32_224.augreg_in21k_ft_in1k,24.093,75.907,56.213,43.787,36.43,224,0.900,bicubic,-71.537,-42.727,-44
tf_efficientnet_b5.in1k,24.080,75.920,58.347,41.653,30.39,456,0.934,bicubic,-71.990,-40.843,-125
tf_efficientnet_b2.ns_jft_in1k,24.040,75.960,57.320,42.680,9.11,260,0.890,bicubic,-71.730,-41.660,-65
mobilevitv2_150.cvnets_in22k_ft_in1k,24.013,75.987,55.920,44.080,10.59,256,0.888,bicubic,-71.127,-42.860,+55
vit_relpos_small_patch16_224.sw_in1k,24.000,76.000,58.160,41.840,21.98,224,0.900,bicubic,-71.150,-40.800,+48
convnext_nano.d1h_in1k,24.000,76.000,56.200,43.800,15.59,288,1.000,bicubic,-71.350,-42.720,+17
cs3sedarknet_l.c2ns_in1k,23.960,76.040,58.760,41.240,21.91,288,0.950,bicubic,-71.350,-40.370,+19
ecaresnet50d.miil_in1k,23.933,76.067,58.760,41.240,25.58,288,0.950,bicubic,-71.517,-40.080,-10
poolformer_m48.sail_in1k,23.867,76.133,57.160,42.840,73.47,224,0.950,bicubic,-71.763,-42.030,-50
vit_small_patch32_384.augreg_in21k_ft_in1k,23.760,76.240,57.280,42.720,22.92,384,1.000,bicubic,-71.260,-41.600,+68
tiny_vit_11m_224.in1k,23.627,76.373,58.973,41.027,11.00,224,0.950,bicubic,-71.863,-39.817,-23
lamhalobotnet50ts_256.a1h_in1k,23.613,76.387,55.320,44.680,22.57,256,0.950,bicubic,-71.537,-43.560,+44
nasnetalarge.tf_in1k,23.493,76.507,55.000,45.000,88.75,331,0.911,bicubic,-72.197,-43.930,-64
crossvit_small_240.in1k,23.427,76.573,56.840,43.160,26.86,240,0.875,bicubic,-71.423,-42.180,+95
levit_384.fb_dist_in1k,23.400,76.600,56.400,43.600,39.13,224,0.900,bicubic,-72.130,-42.660,-42
levit_conv_384.fb_dist_in1k,23.387,76.613,56.413,43.587,39.13,224,0.900,bicubic,-72.143,-42.637,-42
seresnext50_32x4d.racm_in1k,23.360,76.640,57.453,42.547,27.56,288,0.950,bicubic,-72.380,-41.567,-75
pnasnet5large.tf_in1k,23.333,76.667,53.627,46.373,86.06,331,0.911,bicubic,-72.377,-45.403,-72
focalnet_tiny_srf.ms_in1k,23.267,76.733,58.333,41.667,28.43,224,0.900,bicubic,-72.233,-40.797,-36
efficientnet_b3.ra2_in1k,23.200,76.800,55.947,44.053,12.23,320,1.000,bicubic,-72.520,-43.093,-76
wide_resnet50_2.racm_in1k,23.187,76.813,56.000,44.000,68.88,288,0.950,bicubic,-72.443,-42.660,-65
pit_s_distilled_224.in1k,23.160,76.840,57.093,42.907,24.04,224,0.900,bicubic,-71.980,-41.637,+36
hrnet_w18_ssld.paddle_in1k,23.147,76.853,55.160,44.840,21.30,288,1.000,bilinear,-72.843,-44.150,-130
efficientformer_l3.snap_dist_in1k,23.120,76.880,57.147,42.853,31.41,224,0.950,bicubic,-72.470,-42.013,-63
nest_tiny_jx.goog_in1k,23.107,76.893,56.200,43.800,17.06,224,0.875,bicubic,-72.133,-42.710,+12
focalnet_tiny_lrf.ms_in1k,23.080,76.920,58.560,41.440,28.65,224,0.900,bicubic,-72.380,-40.400,-29
tiny_vit_5m_224.dist_in22k_ft_in1k,23.067,76.933,56.480,43.520,5.39,224,0.950,bicubic,-71.983,-42.490,+47
resnet61q.ra2_in1k,23.013,76.987,55.760,44.240,36.85,288,1.000,bicubic,-72.767,-43.230,-91
regnetx_160.tv2_in1k,22.987,77.013,56.333,43.667,54.28,224,0.965,bicubic,-72.893,-42.757,-111
resmlp_big_24_224.fb_in1k,22.893,77.107,54.280,45.720,129.14,224,0.875,bicubic,-71.787,-44.220,+106
vit_srelpos_small_patch16_224.sw_in1k,22.880,77.120,55.747,44.253,21.97,224,0.900,bicubic,-72.150,-43.203,+46
resnetv2_50d_evos.ah_in1k,22.867,77.133,55.173,44.827,25.59,288,1.000,bicubic,-72.763,-43.937,-75
halonet50ts.a1h_in1k,22.867,77.133,54.013,45.987,22.73,256,0.940,bicubic,-72.273,-44.877,+29
vit_base_patch32_clip_224.laion2b_ft_in1k,22.853,77.147,55.013,44.987,88.22,224,0.900,bicubic,-72.667,-43.977,-57
tf_efficientnet_b4.in1k,22.773,77.227,57.093,42.907,19.34,380,0.922,bicubic,-73.047,-41.957,-105
poolformerv2_m48.sail_in1k,22.760,77.240,55.747,44.253,73.35,224,1.000,bicubic,-73.010,-43.293,-96
twins_pcpvt_small.in1k,22.693,77.307,56.813,43.187,24.11,224,0.900,bicubic,-72.517,-42.067,+6
repvit_m1_5.dist_450e_in1k,22.680,77.320,56.107,43.893,14.64,224,0.950,bicubic,-73.220,-43.013,-122
convnextv2_nano.fcmae_ft_in1k,22.653,77.347,58.307,41.693,15.62,288,1.000,bicubic,-73.147,-40.783,-106
poolformer_m36.sail_in1k,22.587,77.413,55.373,44.627,56.17,224,0.950,bicubic,-72.803,-43.567,-23
vit_base_patch32_clip_224.openai_ft_in1k,22.560,77.440,55.333,44.667,88.22,224,0.900,bicubic,-72.550,-43.597,+25
vit_base_patch32_224.augreg_in21k_ft_in1k,22.427,77.573,54.027,45.973,88.22,224,0.900,bicubic,-72.583,-45.033,+41
resnetv2_50d_gn.ah_in1k,22.307,77.693,55.000,45.000,25.57,288,1.000,bicubic,-73.173,-43.950,-51
ecaresnet101d_pruned.miil_in1k,22.267,77.733,56.227,43.773,24.88,288,0.950,bicubic,-73.493,-42.953,-103
wide_resnet101_2.tv2_in1k,22.160,77.840,54.973,45.027,126.89,224,0.965,bilinear,-73.380,-43.887,-76
ecaresnet50t.a1_in1k,22.093,77.907,53.680,46.320,25.57,288,1.000,bicubic,-73.317,-45.330,-35
xcit_tiny_12_p8_224.fb_dist_in1k,22.067,77.933,54.267,45.733,6.71,224,1.000,bicubic,-73.023,-44.643,+23
resnext50_32x4d.a1h_in1k,22.013,77.987,54.080,45.920,25.03,288,1.000,bicubic,-73.437,-44.760,-48
efficientvit_b2.r224_in1k,22.000,78.000,55.533,44.467,24.33,224,0.950,bicubic,-73.200,-43.387,-3
res2net101d.in1k,21.853,78.147,51.680,48.320,45.23,224,0.875,bilinear,-72.967,-47.090,+67
tresnet_m.miil_in21k_ft_in1k,21.680,78.320,53.853,46.147,31.39,224,0.875,bilinear,-74.030,-45.067,-106
repvit_m1_5.dist_300e_in1k,21.613,78.387,54.707,45.293,14.64,224,0.950,bicubic,-74.027,-44.283,-97
efficientformerv2_s2.snap_dist_in1k,21.547,78.453,54.240,45.760,12.71,224,0.950,bicubic,-73.813,-44.690,-33
fastvit_sa12.apple_dist_in1k,21.493,78.507,54.613,45.387,11.58,256,0.900,bicubic,-73.657,-44.347,+3
resnet50_gn.a1h_in1k,21.387,78.613,54.067,45.933,25.56,288,0.950,bicubic,-73.863,-44.933,-20
maxvit_rmlp_pico_rw_256.sw_in1k,21.240,78.760,51.920,48.080,7.52,256,0.950,bicubic,-73.400,-46.890,+88
convmixer_1536_20.in1k,21.213,78.787,55.507,44.493,51.63,224,0.960,bicubic,-73.867,-43.523,+14
swin_tiny_patch4_window7_224.ms_in1k,21.173,78.827,55.933,44.067,28.29,224,0.900,bicubic,-73.967,-42.927,+1
resnet101.a2_in1k,21.173,78.827,51.920,48.080,44.55,288,1.000,bicubic,-74.237,-47.020,-46
pit_s_224.in1k,21.080,78.920,53.613,46.387,23.46,224,0.900,bicubic,-73.490,-45.087,+100
xcit_tiny_12_p8_224.fb_in1k,20.960,79.040,52.467,47.533,6.71,224,1.000,bicubic,-73.730,-46.193,+73
resnet51q.ra2_in1k,20.920,79.080,55.680,44.320,35.70,288,1.000,bilinear,-74.950,-43.450,-144
poolformerv2_m36.sail_in1k,20.920,79.080,53.120,46.880,56.08,224,1.000,bicubic,-74.480,-46.180,-47
resnetrs101.tf_in1k,20.867,79.133,52.827,47.173,63.62,288,0.940,bicubic,-74.563,-46.163,-59
deit_small_distilled_patch16_224.fb_in1k,20.720,79.280,55.133,44.867,22.44,224,0.900,bicubic,-73.990,-43.897,+67
sebotnet33ts_256.a1h_in1k,20.720,79.280,48.760,51.240,13.70,256,0.940,bicubic,-73.890,-49.750,+89
regnety_032.tv2_in1k,20.547,79.453,54.347,45.653,19.44,224,0.965,bicubic,-74.763,-44.563,-39
resnet152.tv2_in1k,20.493,79.507,52.347,47.653,60.19,224,0.965,bilinear,-75.007,-46.613,-83
ecaresnetlight.miil_in1k,20.480,79.520,53.413,46.587,30.16,288,0.950,bicubic,-74.810,-45.617,-39
resnest50d_4s2x40d.in1k,20.387,79.613,52.773,47.227,30.42,224,0.875,bicubic,-74.583,-46.007,+19
resnetaa50.a1h_in1k,20.067,79.933,51.947,48.053,25.56,288,1.000,bicubic,-75.133,-47.143,-26
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,20.040,79.960,53.560,46.440,25.03,224,0.875,bilinear,-74.850,-45.300,+27
haloregnetz_b.ra3_in1k,20.013,79.987,49.987,50.013,11.68,224,0.940,bicubic,-74.677,-48.843,+62
regnetz_b16.ra3_in1k,19.813,80.187,52.853,47.147,9.72,288,1.000,bicubic,-75.357,-46.227,-25
xcit_nano_12_p8_384.fb_dist_in1k,19.787,80.213,50.587,49.413,3.05,384,1.000,bicubic,-73.733,-47.943,+221
resnext50_32x4d.a1_in1k,19.733,80.267,50.173,49.827,25.03,288,1.000,bicubic,-75.097,-48.417,+40
tresnet_xl.miil_in1k,19.640,80.360,53.160,46.840,78.44,224,0.875,bilinear,-75.800,-45.630,-75
senet154.gluon_in1k,19.320,80.680,47.600,52.400,115.09,224,0.875,bicubic,-75.600,-51.160,+18
rexnet_200.nav_in1k,19.227,80.773,52.640,47.360,16.37,224,0.875,bicubic,-75.713,-46.370,+12
levit_conv_256.fb_dist_in1k,19.187,80.813,50.067,49.933,18.89,224,0.900,bicubic,-75.833,-48.923,+1
levit_256.fb_dist_in1k,19.173,80.827,50.107,49.893,18.89,224,0.900,bicubic,-75.847,-48.823,-1
lambda_resnet50ts.a1h_in1k,19.147,80.853,49.240,50.760,21.54,256,0.950,bicubic,-75.623,-49.450,+37
repvgg_b3.rvgg_in1k,19.067,80.933,50.293,49.707,123.09,224,0.875,bilinear,-75.483,-48.417,+79
mixer_b16_224.miil_in21k_ft_in1k,19.040,80.960,51.213,48.787,59.88,224,0.875,bilinear,-76.260,-47.667,-56
legacy_senet154.in1k,19.040,80.960,47.947,52.053,115.09,224,0.875,bilinear,-76.030,-50.883,-11
resnet50d.a1_in1k,18.960,81.040,48.813,51.187,25.58,288,1.000,bicubic,-75.770,-49.937,+44
seresnext101_64x4d.gluon_in1k,18.933,81.067,49.213,50.787,88.23,224,0.875,bicubic,-75.997,-49.617,+6
deit_small_patch16_224.fb_in1k,18.893,81.107,51.400,48.600,22.05,224,0.900,bicubic,-75.457,-47.290,+105
mobilevitv2_200.cvnets_in1k,18.893,81.107,50.520,49.480,18.45,256,0.888,bicubic,-75.947,-48.010,+23
gcvit_xxtiny.in1k,18.773,81.227,53.347,46.653,12.00,224,0.875,bicubic,-75.647,-45.543,+95
edgenext_small.usi_in1k,18.680,81.320,53.600,46.400,5.59,320,1.000,bicubic,-76.720,-45.270,-77
tf_efficientnet_b1.ns_jft_in1k,18.653,81.347,51.733,48.267,7.79,240,0.882,bicubic,-76.507,-47.217,-42
regnetx_080.tv2_in1k,18.573,81.427,50.333,49.667,39.57,224,0.965,bicubic,-76.527,-48.497,-24
ecaresnet50t.a2_in1k,18.533,81.467,48.773,51.227,25.57,288,1.000,bicubic,-76.817,-50.087,-73
poolformer_s36.sail_in1k,18.493,81.507,52.187,47.813,30.86,224,0.900,bicubic,-76.587,-46.723,-23
repvit_m3.dist_in1k,18.480,81.520,51.867,48.133,10.68,224,0.950,bicubic,-76.720,-46.953,-52
wide_resnet50_2.tv2_in1k,18.467,81.533,52.467,47.533,68.88,224,0.965,bilinear,-76.403,-46.443,+8
cait_xxs36_224.fb_dist_in1k,18.307,81.693,49.480,50.520,17.30,224,1.000,bicubic,-75.963,-49.230,+106
cs3darknet_l.c2ns_in1k,18.293,81.707,51.840,48.160,21.16,288,0.950,bicubic,-76.827,-47.140,-35
seresnet50.ra2_in1k,18.293,81.707,51.253,48.747,28.09,288,0.950,bicubic,-77.037,-47.757,-76
sehalonet33ts.ra2_in1k,18.227,81.773,47.733,52.267,13.69,256,0.940,bicubic,-76.533,-50.837,+21
ese_vovnet39b.ra_in1k,18.200,81.800,49.880,50.120,24.57,288,0.950,bicubic,-76.670,-49.060,+4
tf_efficientnet_lite4.in1k,18.120,81.880,50.707,49.293,13.01,380,0.920,bilinear,-76.760,-48.183,0
vit_tiny_patch16_384.augreg_in21k_ft_in1k,18.027,81.973,50.307,49.693,5.79,384,1.000,bicubic,-75.623,-48.283,+177
tiny_vit_5m_224.in1k,18.000,82.000,50.173,49.827,5.39,224,0.950,bicubic,-76.240,-48.287,+100
gcresnet50t.ra2_in1k,17.880,82.120,49.413,50.587,25.90,288,1.000,bicubic,-77.360,-49.567,-68
resnet50d.ra2_in1k,17.853,82.147,50.240,49.760,25.58,288,0.950,bicubic,-77.157,-48.670,-23
mobilevitv2_175.cvnets_in1k,17.787,82.213,49.747,50.253,14.25,256,0.888,bicubic,-77.103,-49.113,-8
resnest50d_1s4x24d.in1k,17.640,82.360,49.760,50.240,25.68,224,0.875,bicubic,-77.090,-49.220,+16
resnetv2_50.a1h_in1k,17.587,82.413,49.813,50.187,25.55,288,1.000,bicubic,-77.263,-49.057,+1
resnet50.c2_in1k,17.533,82.467,49.760,50.240,25.56,288,1.000,bicubic,-77.387,-49.050,-16
resnest50d.in1k,17.360,82.640,50.733,49.267,27.48,224,0.875,bilinear,-77.490,-48.147,-2
convnext_pico.d1_in1k,17.347,82.653,50.213,49.787,9.05,288,0.950,bicubic,-77.413,-48.717,+8
seresnext101_32x4d.gluon_in1k,17.333,82.667,46.373,53.627,48.96,224,0.875,bicubic,-77.557,-52.447,-12
efficientnet_el.ra_in1k,17.320,82.680,50.027,49.973,10.59,300,0.904,bicubic,-77.800,-48.943,-50
inception_v4.tf_in1k,17.293,82.707,45.867,54.133,42.68,299,0.875,bicubic,-77.077,-52.763,+75
tf_efficientnet_b3.ap_in1k,17.227,82.773,49.680,50.320,12.23,300,0.904,bicubic,-78.093,-49.220,-92
gcresnext50ts.ch_in1k,17.173,82.827,48.107,51.893,15.67,288,1.000,bicubic,-77.687,-50.753,-11
xcit_tiny_24_p16_224.fb_dist_in1k,17.160,82.840,47.507,52.493,12.12,224,1.000,bicubic,-77.380,-51.293,+49
fastvit_s12.apple_dist_in1k,17.120,82.880,49.400,50.600,9.47,256,0.900,bicubic,-77.710,-49.370,-6
regnetx_032.tv2_in1k,17.067,82.933,48.107,51.893,15.30,224,0.965,bicubic,-77.593,-50.693,+18
xception71.tf_in1k,17.027,82.973,45.547,54.453,42.34,299,0.903,bicubic,-77.273,-53.103,+80
regnety_016.tv2_in1k,16.973,83.027,49.853,50.147,11.20,224,0.965,bicubic,-77.547,-48.967,+48
tf_efficientnet_b3.aa_in1k,16.973,83.027,49.280,50.720,12.23,300,0.904,bicubic,-78.037,-49.750,-39
cs3darknet_focus_l.c2ns_in1k,16.960,83.040,50.493,49.507,21.15,288,0.950,bicubic,-78.190,-48.437,-72
convnextv2_pico.fcmae_ft_in1k,16.907,83.093,50.307,49.693,9.07,288,0.950,bicubic,-78.323,-48.613,-86
resmlp_36_224.fb_distilled_in1k,16.880,83.120,51.493,48.507,44.69,224,0.875,bicubic,-78.010,-47.377,-26
resnext101_64x4d.gluon_in1k,16.867,83.133,44.147,55.853,83.46,224,0.875,bicubic,-77.803,-54.513,+10
poolformerv2_s36.sail_in1k,16.680,83.320,49.600,50.400,30.79,224,1.000,bicubic,-78.630,-49.320,-102
resnet152d.gluon_in1k,16.627,83.373,44.213,55.787,60.21,224,0.875,bicubic,-78.103,-54.277,-2
tf_efficientnetv2_b3.in1k,16.600,83.400,48.680,51.320,14.36,300,0.904,bicubic,-78.560,-50.140,-79
gmlp_s16_224.ra3_in1k,16.547,83.453,45.080,54.920,19.42,224,0.875,bicubic,-77.603,-53.590,+90
resnet152s.gluon_in1k,16.547,83.453,44.507,55.493,60.32,224,0.875,bicubic,-78.473,-54.373,-54
tresnet_l.miil_in1k,16.533,83.467,49.893,50.107,55.99,224,0.875,bilinear,-78.747,-49.067,-102
inception_resnet_v2.tf_in1k,16.520,83.480,44.973,55.027,55.84,299,0.897,bicubic,-78.060,-53.817,+22
convnext_pico_ols.d1_in1k,16.507,83.493,49.707,50.293,9.06,288,1.000,bicubic,-78.113,-49.153,+16
seresnet50.a1_in1k,16.493,83.507,46.760,53.240,28.09,288,1.000,bicubic,-78.167,-52.020,+5
resmlp_24_224.fb_distilled_in1k,16.453,83.547,50.347,49.653,30.02,224,0.875,bicubic,-77.997,-48.423,+44
mobilevitv2_150.cvnets_in1k,16.453,83.547,48.453,51.547,10.59,256,0.888,bicubic,-78.097,-50.327,+25
resnet101.tv2_in1k,16.400,83.600,48.707,51.293,44.55,224,0.965,bilinear,-78.880,-50.303,-106
gernet_l.idstcv_in1k,16.320,83.680,47.227,52.773,31.08,256,0.875,bilinear,-78.790,-51.753,-73
repvit_m1_1.dist_450e_in1k,16.280,83.720,49.680,50.320,8.80,224,0.950,bicubic,-78.620,-49.280,-46
fastvit_sa12.apple_in1k,16.280,83.720,49.653,50.347,11.58,256,0.900,bicubic,-78.600,-49.367,-38
inception_resnet_v2.tf_ens_adv_in1k,16.280,83.720,43.640,56.360,55.84,299,0.897,bicubic,-77.890,-54.900,+73
repvgg_b3g4.rvgg_in1k,16.227,83.773,47.653,52.347,83.83,224,0.875,bilinear,-78.283,-51.317,+28
xcit_tiny_24_p16_224.fb_in1k,16.227,83.773,46.000,54.000,12.12,224,1.000,bicubic,-77.853,-52.540,+86
resnet50.a1_in1k,16.040,83.960,45.773,54.227,25.56,288,1.000,bicubic,-78.700,-52.907,-24
xception65.tf_in1k,16.040,83.960,43.760,56.240,39.92,299,0.903,bicubic,-77.740,-54.610,+119
resnet50.c1_in1k,16.000,84.000,47.387,52.613,25.56,288,1.000,bicubic,-78.730,-51.433,-23
ecaresnet50d_pruned.miil_in1k,15.987,84.013,49.707,50.293,19.94,288,0.950,bicubic,-79.123,-49.193,-83
edgenext_small_rw.sw_in1k,15.987,84.013,49.667,50.333,7.83,320,1.000,bicubic,-78.683,-49.113,-14
resnet50.fb_ssl_yfcc100m_ft_in1k,15.920,84.080,49.413,50.587,25.56,224,0.875,bilinear,-78.530,-49.327,+30
resnext50_32x4d.ra_in1k,15.867,84.133,47.227,52.773,25.03,288,0.950,bicubic,-78.833,-51.533,-20
fastvit_t12.apple_dist_in1k,15.640,84.360,47.680,52.320,7.55,256,0.900,bicubic,-78.950,-51.110,+2
resnet50.d_in1k,15.640,84.360,45.160,54.840,25.56,288,1.000,bicubic,-79.340,-53.680,-67
regnety_320.pycls_in1k,15.627,84.373,44.760,55.240,145.05,224,0.875,bicubic,-78.913,-54.030,+9
vit_base_patch32_384.augreg_in1k,15.600,84.400,44.147,55.853,88.30,384,1.000,bicubic,-78.040,-54.093,+127
convmixer_768_32.in1k,15.507,84.493,47.907,52.093,21.11,224,0.960,bicubic,-78.993,-50.953,+17
ecaresnet26t.ra2_in1k,15.453,84.547,47.960,52.040,16.01,320,0.950,bicubic,-78.867,-50.760,+38
resnext50d_32x4d.bt_in1k,15.400,84.600,46.187,53.813,25.05,288,0.950,bicubic,-79.150,-52.503,+3
coat_tiny.in1k,15.400,84.600,45.587,54.413,5.50,224,0.900,bicubic,-78.180,-52.833,+129
resnet50d.a2_in1k,15.387,84.613,44.813,55.187,25.58,288,1.000,bicubic,-79.193,-53.877,-4
skresnext50_32x4d.ra_in1k,15.373,84.627,44.547,55.453,27.48,224,0.875,bicubic,-78.867,-54.143,+43
resnext50_32x4d.a2_in1k,15.293,84.707,45.253,54.747,25.03,288,1.000,bicubic,-79.287,-53.397,-5
efficientvit_b1.r288_in1k,15.280,84.720,46.600,53.400,9.10,288,1.000,bicubic,-79.210,-51.920,+11
seresnet33ts.ra2_in1k,15.267,84.733,47.373,52.627,19.78,288,1.000,bicubic,-79.773,-51.527,-91
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,15.240,84.760,42.640,57.360,119.42,256,0.900,bicubic,-78.500,-55.900,+107
cait_xxs24_224.fb_dist_in1k,15.160,84.840,44.893,55.107,11.96,224,1.000,bicubic,-78.450,-53.567,+119
eca_resnet33ts.ra2_in1k,15.053,84.947,49.013,50.987,19.68,288,1.000,bicubic,-79.567,-49.747,-21
vit_base_patch16_224.augreg_in1k,15.013,84.987,42.027,57.973,86.57,224,0.900,bicubic,-78.627,-56.373,+115
fastvit_s12.apple_in1k,14.920,85.080,45.320,54.680,9.47,256,0.900,bicubic,-79.210,-53.430,+56
repvit_m1_0.dist_450e_in1k,14.907,85.093,46.827,53.173,7.30,224,0.950,bicubic,-79.623,-52.053,-3
levit_conv_192.fb_dist_in1k,14.907,85.093,44.933,55.067,10.95,224,0.900,bicubic,-79.263,-53.747,+46
levit_192.fb_dist_in1k,14.880,85.120,44.933,55.067,10.95,224,0.900,bicubic,-79.290,-53.607,+43
seresnet50.a2_in1k,14.840,85.160,44.400,55.600,28.09,288,1.000,bicubic,-79.820,-54.320,-34
poolformerv2_s24.sail_in1k,14.800,85.200,45.920,54.080,21.34,224,1.000,bicubic,-79.850,-52.920,-33
repvit_m1_1.dist_300e_in1k,14.760,85.240,47.227,52.773,8.80,224,0.950,bicubic,-80.000,-51.483,-57
rexnet_150.nav_in1k,14.733,85.267,46.880,53.120,9.73,224,0.875,bicubic,-79.747,-51.920,0
darknet53.c2ns_in1k,14.680,85.320,47.107,52.893,41.61,288,1.000,bicubic,-79.940,-51.793,-30
gcresnet33ts.ra2_in1k,14.667,85.333,46.320,53.680,19.88,288,1.000,bicubic,-80.253,-52.490,-86
resnet50.tv2_in1k,14.640,85.360,46.973,53.027,25.56,224,0.965,bilinear,-80.000,-51.827,-36
res2net50d.in1k,14.627,85.373,44.480,55.520,25.72,224,0.875,bilinear,-79.693,-54.160,+18
darknetaa53.c2ns_in1k,14.560,85.440,45.427,54.573,36.02,288,1.000,bilinear,-79.910,-53.393,-4
coat_lite_mini.in1k,14.560,85.440,44.493,55.507,11.01,224,0.900,bicubic,-79.480,-54.057,+52
efficientnet_el_pruned.in1k,14.480,85.520,46.107,53.893,10.59,300,0.904,bicubic,-79.910,-52.633,+3
efficientnet_b2.ra_in1k,14.440,85.560,46.053,53.947,9.11,288,1.000,bicubic,-80.180,-52.727,-33
poolformer_s24.sail_in1k,14.267,85.733,47.360,52.640,21.39,224,0.900,bicubic,-80.293,-51.540,-26
legacy_seresnext101_32x4d.in1k,14.173,85.827,43.000,57.000,48.96,224,0.875,bilinear,-80.197,-55.580,+2
fbnetv3_d.ra2_in1k,14.093,85.907,46.467,53.533,10.31,256,0.950,bilinear,-79.827,-52.153,+59
gernet_m.idstcv_in1k,14.080,85.920,46.080,53.920,21.14,224,0.875,bilinear,-80.540,-52.830,-40
pvt_v2_b1.in1k,14.027,85.973,47.733,52.267,14.01,224,0.900,bicubic,-79.773,-50.927,+73
repvit_m2.dist_in1k,14.013,85.987,46.373,53.627,8.80,224,0.950,bicubic,-80.727,-52.337,-69
mobilevitv2_125.cvnets_in1k,14.013,85.987,45.027,54.973,7.48,256,0.888,bicubic,-79.947,-53.523,+53
dpn68b.ra_in1k,13.893,86.107,40.307,59.693,12.61,288,1.000,bicubic,-80.107,-58.193,+47
resnext101_32x4d.gluon_in1k,13.853,86.147,41.640,58.360,44.18,224,0.875,bicubic,-80.687,-57.140,-26
seresnext50_32x4d.gluon_in1k,13.627,86.373,43.773,56.227,27.56,224,0.875,bicubic,-80.703,-54.837,0
fastvit_t12.apple_in1k,13.613,86.387,43.307,56.693,7.55,256,0.900,bicubic,-80.307,-55.303,+54
pit_xs_distilled_224.in1k,13.573,86.427,45.173,54.827,11.00,224,0.900,bicubic,-80.207,-53.327,+67
resnet152.a3_in1k,13.547,86.453,43.387,56.613,60.19,224,0.950,bicubic,-81.183,-55.293,-70
resmlp_36_224.fb_in1k,13.467,86.533,46.667,53.333,44.69,224,0.875,bicubic,-80.723,-51.943,+11
repvgg_b2g4.rvgg_in1k,13.467,86.533,43.853,56.147,61.76,224,0.875,bilinear,-80.413,-54.807,+57
efficientformerv2_s1.snap_dist_in1k,13.453,86.547,42.933,57.067,6.19,224,0.950,bicubic,-80.747,-55.707,+9
vit_small_patch16_224.augreg_in1k,13.387,86.613,41.427,58.573,22.05,224,0.900,bicubic,-80.503,-57.013,+52
eca_botnext26ts_256.c1_in1k,13.320,86.680,42.133,57.867,10.59,256,0.950,bicubic,-80.460,-56.487,+62
visformer_tiny.in1k,13.307,86.693,43.933,56.067,10.32,224,0.900,bicubic,-80.253,-54.457,+86
regnetx_320.pycls_in1k,13.293,86.707,40.747,59.253,107.81,224,0.875,bicubic,-81.157,-58.173,-22
resnet101d.gluon_in1k,13.200,86.800,41.547,58.453,44.57,224,0.875,bicubic,-81.030,-56.993,+1
efficientnet_b3_pruned.in1k,13.160,86.840,45.200,54.800,9.86,300,0.904,bicubic,-81.470,-53.560,-62
resnet50.b1k_in1k,13.093,86.907,43.947,56.053,25.56,288,1.000,bicubic,-81.767,-54.863,-101
mixnet_xl.ra_in1k,13.080,86.920,43.213,56.787,11.90,224,0.875,bicubic,-81.100,-55.107,+4
cspresnext50.ra_in1k,13.053,86.947,44.973,55.027,20.57,256,0.887,bilinear,-81.777,-53.837,-96
efficientformer_l1.snap_dist_in1k,13.013,86.987,45.600,54.400,12.29,224,0.950,bicubic,-81.467,-53.230,-35
regnetx_016.tv2_in1k,13.000,87.000,45.427,54.573,9.19,224,0.965,bicubic,-81.130,-53.193,+13
repvit_m1_0.dist_300e_in1k,13.000,87.000,44.413,55.587,7.30,224,0.950,bicubic,-81.300,-54.437,-13
nf_regnet_b1.ra2_in1k,12.947,87.053,44.373,55.627,10.22,288,0.900,bicubic,-81.163,-54.247,+12
eca_halonext26ts.c1_in1k,12.947,87.053,42.813,57.187,10.76,256,0.940,bicubic,-81.093,-55.677,+21
mobilevit_s.cvnets_in1k,12.907,87.093,40.760,59.240,5.58,256,0.900,bicubic,-80.253,-57.560,+120
pit_xs_224.in1k,12.827,87.173,42.813,57.187,10.62,224,0.900,bicubic,-80.273,-55.517,+126
tf_efficientnet_b3.in1k,12.787,87.213,43.627,56.373,12.23,300,0.904,bicubic,-81.753,-55.223,-53
resnet50.b2k_in1k,12.760,87.240,44.133,55.867,25.56,288,1.000,bicubic,-81.970,-54.797,-93
resnext50_32x4d.tv2_in1k,12.693,87.307,43.093,56.907,25.03,224,0.965,bilinear,-81.927,-55.617,-70
inception_v3.gluon_in1k,12.640,87.360,40.427,59.573,23.83,299,0.875,bicubic,-80.830,-58.143,+83
tresnet_m.miil_in1k,12.613,87.387,41.907,58.093,31.39,224,0.875,bilinear,-82.007,-56.643,-69
resnet50.a1h_in1k,12.587,87.413,44.240,55.760,25.56,224,1.000,bicubic,-82.183,-54.230,-106
crossvit_9_dagger_240.in1k,12.560,87.440,41.720,58.280,8.78,240,0.875,bicubic,-80.330,-56.520,+140
efficientvit_b1.r256_in1k,12.547,87.453,42.120,57.880,9.10,256,1.000,bicubic,-81.543,-56.240,+5
resnetblur50.bt_in1k,12.493,87.507,44.160,55.840,25.56,288,0.950,bicubic,-81.967,-54.680,-47
resmlp_24_224.fb_in1k,12.493,87.507,43.413,56.587,30.02,224,0.875,bicubic,-81.537,-55.247,+12
convnext_femto_ols.d1_in1k,12.480,87.520,43.933,56.067,5.23,288,0.950,bicubic,-81.440,-54.667,+20
coat_lite_tiny.in1k,12.467,87.533,41.053,58.947,5.72,224,0.900,bicubic,-80.773,-57.207,+101
efficientnet_em.ra2_in1k,12.400,87.600,43.933,56.067,6.90,240,0.882,bicubic,-81.430,-54.887,+28
regnety_120.pycls_in1k,12.400,87.600,42.173,57.827,51.82,224,0.875,bicubic,-82.070,-56.597,-53
regnety_160.pycls_in1k,12.227,87.773,41.387,58.613,83.59,224,0.875,bicubic,-82.133,-57.473,-41
resnet50.a2_in1k,12.173,87.827,40.453,59.547,25.56,288,1.000,bicubic,-82.457,-58.207,-87
ecaresnet50t.a3_in1k,12.147,87.853,41.573,58.427,25.57,224,0.950,bicubic,-82.203,-57.097,-41
hrnet_w64.ms_in1k,12.013,87.987,40.827,59.173,128.06,224,0.875,bilinear,-82.017,-57.503,+2
cspdarknet53.ra_in1k,11.960,88.040,43.267,56.733,27.64,256,0.887,bilinear,-82.700,-55.583,-97
xcit_tiny_12_p16_224.fb_dist_in1k,11.933,88.067,40.133,59.867,6.72,224,1.000,bicubic,-81.477,-58.377,+74
resnet101s.gluon_in1k,11.893,88.107,40.947,59.053,44.67,224,0.875,bicubic,-82.827,-57.873,-108
resnet101.a3_in1k,11.867,88.133,40.840,59.160,44.55,224,0.950,bicubic,-82.163,-57.750,-4
gmixer_24_224.ra3_in1k,11.867,88.133,37.800,62.200,24.72,224,0.875,bicubic,-80.963,-60.080,+128
nf_resnet50.ra2_in1k,11.773,88.227,45.907,54.093,25.56,288,0.940,bicubic,-82.767,-52.723,-75
fbnetv3_b.ra2_in1k,11.760,88.240,44.400,55.600,8.60,256,0.950,bilinear,-82.210,-54.090,-1
dpn92.mx_in1k,11.640,88.360,40.160,59.840,37.67,224,0.875,bicubic,-82.650,-58.590,-41
botnet26t_256.c1_in1k,11.613,88.387,40.107,59.893,12.49,256,0.950,bicubic,-81.897,-58.213,+53
convnextv2_femto.fcmae_ft_in1k,11.600,88.400,40.800,59.200,5.23,288,0.950,bicubic,-82.590,-57.860,-33
dla102x2.in1k,11.560,88.440,41.293,58.707,41.28,224,0.875,bilinear,-82.410,-57.227,-3
xception41.tf_in1k,11.560,88.440,39.067,60.933,26.97,299,0.903,bicubic,-81.870,-59.153,+61
vit_small_patch32_224.augreg_in21k_ft_in1k,11.507,88.493,39.547,60.453,22.88,224,0.900,bicubic,-80.533,-58.743,+176
efficientvit_b1.r224_in1k,11.493,88.507,40.200,59.800,9.10,224,0.950,bicubic,-82.017,-58.100,+47
levit_128.fb_dist_in1k,11.440,88.560,40.187,59.813,9.21,224,0.900,bicubic,-81.890,-58.333,+69
levit_conv_128.fb_dist_in1k,11.440,88.560,40.173,59.827,9.21,224,0.900,bicubic,-81.910,-58.197,+66
lambda_resnet26t.c1_in1k,11.387,88.613,40.187,59.813,10.96,256,0.940,bicubic,-82.443,-58.463,+8
seresnext26t_32x4d.bt_in1k,11.373,88.627,41.107,58.893,16.81,288,0.950,bicubic,-82.187,-57.383,+37
regnety_080.pycls_in1k,11.373,88.627,40.613,59.387,39.18,224,0.875,bicubic,-82.797,-57.987,-39
efficientnet_b2_pruned.in1k,11.333,88.667,42.040,57.960,8.31,260,0.890,bicubic,-82.807,-56.670,-31
resnet50.ra_in1k,11.333,88.667,41.013,58.987,25.56,288,0.950,bicubic,-82.877,-57.607,-48
tf_efficientnet_el.in1k,11.320,88.680,42.053,57.947,10.59,300,0.904,bicubic,-83.080,-56.657,-71
xcit_nano_12_p16_384.fb_dist_in1k,11.227,88.773,39.853,60.147,3.05,384,1.000,bicubic,-80.603,-58.167,+180
convnext_femto.d1_in1k,11.213,88.787,42.773,57.227,5.22,288,0.950,bicubic,-82.717,-55.747,-13
resnet152c.gluon_in1k,11.107,88.893,37.133,62.867,60.21,224,0.875,bicubic,-83.053,-61.457,-42
hrnet_w48.ms_in1k,11.093,88.907,40.307,59.693,77.47,224,0.875,bilinear,-82.827,-58.433,-13
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,11.093,88.907,39.933,60.067,6.36,384,1.000,bicubic,-80.947,-58.297,+160
halonet26t.a1h_in1k,11.093,88.907,38.800,61.200,12.48,256,0.950,bicubic,-82.907,-59.540,-22
mobilevitv2_100.cvnets_in1k,11.067,88.933,40.613,59.387,4.90,256,0.888,bicubic,-82.233,-57.667,+63
tf_efficientnet_b0.ns_jft_in1k,11.000,89.000,40.080,59.920,5.29,224,0.875,bicubic,-82.620,-58.560,+19
tf_efficientnetv2_b2.in1k,11.000,89.000,39.747,60.253,10.10,260,0.890,bicubic,-83.420,-58.833,-82
inception_v3.tf_adv_in1k,11.000,89.000,36.720,63.280,23.83,299,0.875,bicubic,-81.900,-61.420,+98
seresnext26d_32x4d.bt_in1k,10.987,89.013,41.347,58.653,16.81,288,0.950,bicubic,-82.453,-56.983,+39
xcit_tiny_12_p16_224.fb_in1k,10.987,89.013,37.067,62.933,6.72,224,1.000,bicubic,-81.523,-61.173,+126
regnety_008_tv.tv2_in1k,10.840,89.160,40.533,59.467,6.43,224,0.965,bicubic,-82.850,-57.957,+6
resnet34d.ra2_in1k,10.827,89.173,38.653,61.347,21.82,288,0.950,bicubic,-82.813,-59.887,+8
dpn107.mx_in1k,10.827,89.173,38.307,61.693,86.92,224,0.875,bicubic,-83.513,-60.193,-77
inception_v3.tf_in1k,10.827,89.173,36.853,63.147,23.83,299,0.875,bicubic,-82.493,-61.527,+51
mobileone_s4.apple_in1k,10.787,89.213,38.480,61.520,14.95,224,0.900,bilinear,-82.953,-59.590,-2
xcit_nano_12_p8_224.fb_dist_in1k,10.773,89.227,38.120,61.880,3.05,224,1.000,bicubic,-81.307,-59.790,+144
densenetblur121d.ra_in1k,10.547,89.453,39.707,60.293,8.00,288,0.950,bicubic,-82.073,-58.553,+109
tf_efficientnet_b2.ap_in1k,10.533,89.467,40.133,59.867,9.11,260,0.890,bicubic,-83.977,-58.487,-105
dpn131.mx_in1k,10.533,89.467,36.787,63.213,79.25,224,0.875,bicubic,-83.517,-61.923,-44
rexnet_130.nav_in1k,10.413,89.587,41.547,58.453,7.56,224,0.875,bicubic,-83.487,-56.853,-26
repvit_m0_9.dist_450e_in1k,10.400,89.600,40.120,59.880,5.49,224,0.950,bicubic,-83.200,-58.380,+7
hrnet_w44.ms_in1k,10.307,89.693,39.493,60.507,67.06,224,0.875,bilinear,-83.243,-59.107,+11
xcit_nano_12_p8_224.fb_in1k,10.307,89.693,36.973,63.027,3.05,224,1.000,bicubic,-80.703,-60.797,+180
resnext50_32x4d.a3_in1k,10.267,89.733,38.200,61.800,25.03,224,0.950,bicubic,-83.393,-60.320,-4
lambda_resnet26rpt_256.c1_in1k,10.227,89.773,38.133,61.867,10.99,256,0.940,bicubic,-83.483,-60.387,-9
resnext101_32x8d.tv_in1k,10.173,89.827,37.747,62.253,88.79,224,0.875,bilinear,-83.647,-60.833,-24
regnetx_160.pycls_in1k,10.133,89.867,38.053,61.947,54.28,224,0.875,bicubic,-84.007,-60.467,-64
legacy_seresnext50_32x4d.in1k,10.093,89.907,39.213,60.787,27.56,224,0.875,bilinear,-83.657,-59.367,-20
resnetrs50.tf_in1k,10.053,89.947,37.573,62.427,35.69,224,0.910,bicubic,-84.267,-61.067,-90
dpn98.mx_in1k,10.013,89.987,36.173,63.827,61.57,224,0.875,bicubic,-84.147,-62.467,-70
inception_v3.tv_in1k,10.013,89.987,35.227,64.773,23.83,299,0.875,bicubic,-82.717,-62.743,+88
efficientnet_b1.ft_in1k,10.000,90.000,37.600,62.400,7.79,256,1.000,bicubic,-83.250,-60.690,+38
legacy_xception.tf_in1k,9.987,90.013,37.987,62.013,22.86,299,0.897,bicubic,-83.473,-60.543,+13
resnet33ts.ra2_in1k,9.947,90.053,39.840,60.160,19.68,288,1.000,bicubic,-84.153,-58.810,-64
regnety_064.pycls_in1k,9.933,90.067,39.093,60.907,30.58,224,0.875,bicubic,-84.207,-59.657,-71
resnet152.gluon_in1k,9.733,90.267,36.093,63.907,60.19,224,0.875,bicubic,-84.337,-62.367,-63
tf_efficientnet_lite3.in1k,9.680,90.320,39.013,60.987,8.20,300,0.904,bilinear,-84.520,-59.617,-87
tf_efficientnet_b2.aa_in1k,9.667,90.333,38.893,61.107,9.11,260,0.890,bicubic,-84.713,-59.717,-109
tf_efficientnet_cc_b1_8e.in1k,9.573,90.427,36.840,63.160,39.72,240,0.882,bicubic,-84.347,-61.420,-47
res2net101_26w_4s.in1k,9.507,90.493,35.093,64.907,45.21,224,0.875,bilinear,-84.213,-63.217,-25
resnet50.ram_in1k,9.480,90.520,35.507,64.493,25.56,288,0.950,bicubic,-85.040,-63.143,-129
legacy_seresnet152.in1k,9.333,90.667,37.373,62.627,66.82,224,0.875,bilinear,-84.047,-60.967,+13
cspresnet50.ra_in1k,9.293,90.707,39.613,60.387,21.62,256,0.887,bilinear,-84.447,-59.027,-32
repvit_m0_9.dist_300e_in1k,9.293,90.707,38.840,61.160,5.49,224,0.950,bicubic,-84.147,-59.870,+3
resnet34.a1_in1k,9.267,90.733,34.947,65.053,21.80,288,1.000,bicubic,-83.833,-63.363,+38
hrnet_w40.ms_in1k,9.240,90.760,36.920,63.080,57.56,224,0.875,bilinear,-84.260,-61.620,-6
resnet32ts.ra2_in1k,9.213,90.787,38.600,61.400,17.96,288,1.000,bicubic,-84.617,-60.040,-48
regnetx_120.pycls_in1k,9.213,90.787,37.200,62.800,46.11,224,0.875,bicubic,-85.017,-61.470,-100
crossvit_tiny_240.in1k,9.133,90.867,34.600,65.400,7.01,240,0.875,bicubic,-81.097,-62.990,+179
resnest26d.gluon_in1k,9.053,90.947,37.840,62.160,17.07,224,0.875,bilinear,-84.267,-60.520,+11
vit_tiny_patch16_224.augreg_in21k_ft_in1k,9.053,90.947,34.627,65.373,5.72,224,0.900,bicubic,-82.717,-63.413,+130
resnet50d.a3_in1k,9.040,90.960,37.307,62.693,25.58,224,0.950,bicubic,-84.440,-61.143,-8
gcresnext26ts.ch_in1k,8.987,91.013,36.920,63.080,10.48,288,1.000,bicubic,-84.173,-61.450,+26
vit_base_patch16_224.sam_in1k,8.987,91.013,36.133,63.867,86.57,224,0.900,bicubic,-85.163,-62.367,-93
regnety_040.pycls_in1k,8.933,91.067,37.067,62.933,20.65,224,0.875,bicubic,-84.947,-61.453,-59
resnext50_32x4d.gluon_in1k,8.933,91.067,36.293,63.707,25.03,224,0.875,bicubic,-84.877,-62.127,-53
rexnet_100.nav_in1k,8.893,91.107,36.413,63.587,4.80,224,0.875,bicubic,-84.127,-61.777,+33
mixnet_l.ft_in1k,8.893,91.107,36.240,63.760,7.33,224,0.875,bicubic,-84.537,-62.190,-8
efficientvit_m5.r224_in1k,8.893,91.107,34.587,65.413,12.47,224,0.875,bicubic,-83.567,-63.403,+82
bat_resnext26ts.ch_in1k,8.880,91.120,36.453,63.547,10.73,256,0.900,bicubic,-84.440,-62.167,+3
convit_tiny.fb_in1k,8.867,91.133,34.307,65.693,5.71,224,0.875,bicubic,-81.793,-63.423,+156
mobilenetv3_large_100.miil_in21k_ft_in1k,8.853,91.147,33.080,66.920,5.48,224,0.875,bilinear,-83.407,-64.540,+90
hrnet_w18.ms_aug_in1k,8.747,91.253,38.787,61.213,21.30,224,0.950,bilinear,-84.803,-59.913,-29
resnet50.bt_in1k,8.653,91.347,38.720,61.280,25.56,288,0.950,bicubic,-85.667,-59.810,-127
levit_conv_128s.fb_dist_in1k,8.653,91.347,33.093,66.907,7.78,224,0.900,bicubic,-83.307,-64.967,+107
dla169.in1k,8.640,91.360,36.000,64.000,53.39,224,0.875,bilinear,-84.710,-62.600,-10
levit_128s.fb_dist_in1k,8.640,91.360,33.067,66.933,7.78,224,0.900,bicubic,-83.320,-64.823,+103
mixer_b16_224.goog_in21k_ft_in1k,8.627,91.373,29.413,70.587,59.88,224,0.875,bicubic,-83.253,-68.627,+109
repvit_m1.dist_in1k,8.613,91.387,37.293,62.707,5.49,224,0.950,bicubic,-84.677,-61.147,0
hrnet_w30.ms_in1k,8.587,91.413,37.067,62.933,37.71,224,0.875,bilinear,-84.613,-61.423,+3
eca_resnext26ts.ch_in1k,8.560,91.440,36.827,63.173,10.30,288,1.000,bicubic,-84.500,-61.573,+17
ghostnetv2_160.in1k,8.560,91.440,36.627,63.373,12.39,224,0.875,bicubic,-84.430,-61.603,+23
legacy_seresnet101.in1k,8.533,91.467,35.960,64.040,49.33,224,0.875,bilinear,-84.777,-62.560,-8
convnext_atto_ols.a2_in1k,8.533,91.467,35.000,65.000,3.70,288,0.950,bicubic,-84.557,-63.470,+13
tf_efficientnet_b2.in1k,8.520,91.480,36.520,63.480,9.11,260,0.890,bicubic,-85.590,-61.930,-106
tf_efficientnet_b1.ap_in1k,8.453,91.547,35.240,64.760,7.79,240,0.882,bicubic,-85.227,-63.120,-58
repvgg_b2.rvgg_in1k,8.440,91.560,36.480,63.520,89.02,224,0.875,bilinear,-85.060,-62.090,-38
ese_vovnet19b_dw.ra_in1k,8.307,91.693,36.973,63.027,6.54,288,0.950,bicubic,-84.843,-61.277,+2
resmlp_12_224.fb_distilled_in1k,8.307,91.693,36.853,63.147,15.35,224,0.875,bicubic,-84.513,-61.287,+31
crossvit_9_240.in1k,8.280,91.720,34.107,65.893,8.55,240,0.875,bicubic,-82.350,-63.623,+139
dla102x.in1k,8.187,91.813,37.067,62.933,26.31,224,0.875,bilinear,-85.303,-61.433,-39
seresnext26ts.ch_in1k,8.147,91.853,36.093,63.907,10.39,288,1.000,bicubic,-84.813,-62.087,+17
hrnet_w32.ms_in1k,8.053,91.947,37.560,62.440,41.23,224,0.875,bilinear,-85.477,-60.890,-48
resnet101c.gluon_in1k,8.027,91.973,33.320,66.680,44.57,224,0.875,bicubic,-85.643,-65.100,-65
vit_base_patch32_224.augreg_in1k,7.987,92.013,30.453,69.547,88.22,224,0.900,bicubic,-83.203,-66.937,+113
cs3darknet_m.c2ns_in1k,7.960,92.040,36.507,63.493,9.31,288,0.950,bicubic,-85.390,-62.103,-29
poolformerv2_s12.sail_in1k,7.960,92.040,34.560,65.440,11.89,224,1.000,bicubic,-85.000,-63.800,+13
resnet50d.gluon_in1k,7.947,92.053,34.987,65.013,25.58,224,0.875,bicubic,-85.803,-63.403,-79
resnet26t.ra2_in1k,7.893,92.107,36.720,63.280,16.01,320,1.000,bicubic,-85.307,-61.690,-17
fastvit_t8.apple_dist_in1k,7.853,92.147,34.667,65.333,4.03,256,0.900,bicubic,-84.687,-63.503,+43
res2net50_26w_8s.in1k,7.853,92.147,33.707,66.293,48.40,224,0.875,bilinear,-85.537,-64.463,-37
dla60_res2next.in1k,7.840,92.160,34.960,65.040,17.03,224,0.875,bilinear,-85.350,-63.440,-18
repghostnet_200.in1k,7.800,92.200,37.200,62.800,9.80,224,0.875,bicubic,-85.700,-61.530,-52
mobilevitv2_075.cvnets_in1k,7.773,92.227,33.720,66.280,2.87,256,0.888,bicubic,-83.987,-64.060,+87
convnextv2_atto.fcmae_ft_in1k,7.773,92.227,32.907,67.093,3.71,288,0.950,bicubic,-85.197,-65.253,+4
mobilevit_xs.cvnets_in1k,7.733,92.267,32.520,67.480,2.32,256,0.900,bicubic,-83.087,-65.410,+114
tf_efficientnetv2_b1.in1k,7.720,92.280,34.613,65.387,8.14,240,0.882,bicubic,-86.230,-64.007,-111
deit_tiny_distilled_patch16_224.fb_in1k,7.693,92.307,33.507,66.493,5.91,224,0.900,bicubic,-83.017,-64.053,+116
regnety_032.pycls_in1k,7.680,92.320,34.280,65.720,19.44,224,0.875,bicubic,-85.730,-64.360,-48
efficientformerv2_s0.snap_dist_in1k,7.667,92.333,32.653,67.347,3.60,224,0.950,bicubic,-84.293,-65.407,+72
convnext_atto.d2_in1k,7.613,92.387,35.053,64.947,3.70,288,0.950,bicubic,-85.177,-63.097,+12
dla60_res2net.in1k,7.600,92.400,34.613,65.387,20.85,224,0.875,bilinear,-85.570,-63.817,-27
efficientnet_b1_pruned.in1k,7.480,92.520,34.480,65.520,6.33,240,0.882,bicubic,-85.300,-63.560,+11
regnetx_064.pycls_in1k,7.373,92.627,34.360,65.640,26.21,224,0.875,bicubic,-86.527,-64.280,-111
wide_resnet101_2.tv_in1k,7.360,92.640,34.147,65.853,126.89,224,0.875,bilinear,-86.380,-64.083,-93
densenet121.ra_in1k,7.333,92.667,35.480,64.520,7.98,288,0.950,bicubic,-85.187,-62.740,+28
deit_tiny_patch16_224.fb_in1k,7.293,92.707,30.680,69.320,5.72,224,0.900,bicubic,-82.367,-66.770,+134
regnetx_008.tv2_in1k,7.280,92.720,34.133,65.867,7.26,224,0.965,bicubic,-85.270,-64.047,+22
resnet50s.gluon_in1k,7.280,92.720,33.453,66.547,25.68,224,0.875,bicubic,-86.360,-65.007,-86
resnet101.gluon_in1k,7.267,92.733,32.773,67.227,44.55,224,0.875,bicubic,-86.483,-65.607,-102
resnet34.a2_in1k,7.267,92.733,31.813,68.187,21.80,288,1.000,bicubic,-85.453,-66.357,+10
edgenext_x_small.in1k,7.267,92.733,30.920,69.080,2.34,288,1.000,bicubic,-84.443,-66.680,+76
hardcorenas_e.miil_green_in1k,7.240,92.760,33.307,66.693,8.07,224,0.875,bilinear,-85.330,-64.793,+16
efficientnet_b0.ra_in1k,7.213,92.787,33.987,66.013,5.29,224,0.875,bicubic,-85.477,-64.083,+8
tf_mixnet_l.in1k,7.173,92.827,31.667,68.333,7.33,224,0.875,bicubic,-86.147,-66.363,-50
tf_efficientnet_b1.aa_in1k,7.160,92.840,33.027,66.973,7.79,240,0.882,bicubic,-86.330,-65.333,-73
tf_efficientnet_cc_b0_8e.in1k,7.133,92.867,31.787,68.213,24.01,224,0.875,bicubic,-85.707,-66.393,-10
convmixer_1024_20_ks9_p14.in1k,7.093,92.907,33.053,66.947,24.38,224,0.960,bicubic,-85.307,-65.217,+25
resmlp_12_224.fb_in1k,7.013,92.987,33.933,66.067,15.35,224,0.875,bicubic,-85.207,-64.217,+35
cs3darknet_focus_m.c2ns_in1k,6.933,93.067,34.587,65.413,9.30,288,0.950,bicubic,-86.037,-63.473,-24
fastvit_t8.apple_in1k,6.893,93.107,33.400,66.600,4.03,256,0.900,bicubic,-85.167,-64.530,+42
hardcorenas_f.miil_green_in1k,6.880,93.120,34.067,65.933,8.20,224,0.875,bilinear,-86.090,-64.323,-25
pit_ti_distilled_224.in1k,6.840,93.160,30.947,69.053,5.10,224,0.900,bicubic,-83.930,-66.663,+88
ghostnetv2_130.in1k,6.707,93.293,32.960,67.040,8.96,224,0.875,bicubic,-85.613,-65.300,+25
efficientnet_es.ra_in1k,6.693,93.307,33.973,66.027,5.44,224,0.875,bicubic,-86.477,-64.437,-49
selecsls60b.in1k,6.693,93.307,33.293,66.707,32.77,224,0.875,bicubic,-86.617,-64.997,-60
res2net50_26w_6s.in1k,6.693,93.307,31.653,68.347,37.05,224,0.875,bilinear,-86.707,-66.627,-73
poolformer_s12.sail_in1k,6.653,93.347,34.520,65.480,11.92,224,0.900,bicubic,-85.957,-63.660,-2
mixnet_m.ft_in1k,6.653,93.347,32.053,67.947,5.01,224,0.875,bicubic,-85.757,-66.097,+14
dpn68b.mx_in1k,6.640,93.360,32.907,67.093,12.61,224,0.875,bicubic,-86.150,-65.173,-18
tinynet_a.in1k,6.640,93.360,32.227,67.773,6.19,192,0.875,bicubic,-85.800,-65.853,+9
legacy_seresnext26_32x4d.in1k,6.627,93.373,33.240,66.760,16.79,224,0.875,bicubic,-86.013,-64.880,-8
tf_efficientnet_b1.in1k,6.627,93.373,32.640,67.360,7.79,240,0.882,bicubic,-86.473,-65.660,-49
mobileone_s3.apple_in1k,6.627,93.373,32.147,67.853,10.17,224,0.900,bilinear,-86.313,-66.043,-30
resnet50.a3_in1k,6.587,93.413,32.053,67.947,25.56,224,0.950,bicubic,-86.133,-65.957,-15
regnety_004.tv2_in1k,6.533,93.467,30.480,69.520,4.34,224,0.965,bicubic,-85.047,-67.410,+51
dla60x.in1k,6.493,93.507,34.080,65.920,17.35,224,0.875,bilinear,-86.587,-64.420,-50
repvgg_b1.rvgg_in1k,6.467,93.533,33.800,66.200,57.42,224,0.875,bilinear,-86.863,-64.570,-79
skresnet34.ra_in1k,6.467,93.533,31.573,68.427,22.28,224,0.875,bicubic,-85.913,-66.577,+7
repghostnet_150.in1k,6.453,93.547,32.307,67.693,6.58,224,0.875,bicubic,-85.917,-65.743,+6
hardcorenas_d.miil_green_in1k,6.453,93.547,32.187,67.813,7.50,224,0.875,bilinear,-85.947,-65.893,+4
resnet26d.bt_in1k,6.307,93.693,32.747,67.253,16.01,288,0.950,bicubic,-86.213,-65.463,-7
regnetx_080.pycls_in1k,6.293,93.707,32.373,67.627,39.57,224,0.875,bicubic,-87.587,-66.217,-145
resnet18.fb_swsl_ig1b_ft_in1k,6.253,93.747,31.600,68.400,11.69,224,0.875,bilinear,-84.447,-66.100,+72
legacy_seresnet50.in1k,6.200,93.800,32.680,67.320,28.09,224,0.875,bilinear,-86.760,-65.730,-44
pit_ti_224.in1k,6.120,93.880,30.240,69.760,4.85,224,0.900,bicubic,-83.820,-67.210,+89
resnet152.tv_in1k,6.067,93.933,32.080,67.920,60.19,224,0.875,bilinear,-87.253,-65.960,-85
wide_resnet50_2.tv_in1k,6.013,93.987,32.160,67.840,68.88,224,0.875,bilinear,-87.147,-66.280,-70
tf_efficientnet_cc_b0_4e.in1k,5.987,94.013,29.587,70.413,13.31,224,0.875,bicubic,-86.613,-68.493,-21
regnetx_040.pycls_in1k,5.947,94.053,31.493,68.507,22.12,224,0.875,bicubic,-87.613,-67.037,-120
seresnet50.a3_in1k,5.947,94.053,30.827,69.173,28.09,224,0.950,bicubic,-86.123,-67.213,+11
mixer_l16_224.goog_in21k_ft_in1k,5.880,94.120,18.547,81.453,208.20,224,0.875,bicubic,-81.270,-74.973,+120
tf_efficientnetv2_b0.in1k,5.867,94.133,30.787,69.213,7.14,224,0.875,bicubic,-87.243,-67.603,-71
dla102.in1k,5.827,94.173,32.760,67.240,33.27,224,0.875,bilinear,-87.223,-65.790,-65
selecsls60.in1k,5.680,94.320,32.520,67.480,30.67,224,0.875,bicubic,-87.330,-65.780,-62
regnety_016.pycls_in1k,5.667,94.333,30.480,69.520,11.20,224,0.875,bicubic,-87.373,-67.890,-66
res2next50.in1k,5.653,94.347,30.893,69.107,24.67,224,0.875,bilinear,-87.187,-67.287,-52
hardcorenas_c.miil_green_in1k,5.653,94.347,30.427,69.573,5.52,224,0.875,bilinear,-86.367,-67.413,+9
hrnet_w18_small_v2.gluon_in1k,5.520,94.480,31.853,68.147,15.60,224,0.875,bicubic,-87.250,-66.557,-44
hrnet_w18.ms_in1k,5.493,94.507,30.907,69.093,21.30,224,0.875,bilinear,-86.827,-67.163,-12
resnest14d.gluon_in1k,5.453,94.547,28.547,71.453,10.61,224,0.875,bilinear,-86.267,-69.323,+24
ghostnetv2_100.in1k,5.387,94.613,28.560,71.440,6.16,224,0.875,bicubic,-85.513,-69.140,+45
tf_efficientnet_em.in1k,5.360,94.640,31.080,68.920,6.90,240,0.882,bicubic,-87.580,-67.100,-61
tf_efficientnet_lite2.in1k,5.333,94.667,30.880,69.120,6.09,260,0.890,bicubic,-87.317,-67.350,-41
gernet_s.idstcv_in1k,5.320,94.680,30.147,69.853,8.17,224,0.875,bilinear,-86.810,-68.043,-7
resnext26ts.ra2_in1k,5.307,94.693,29.680,70.320,10.30,288,1.000,bicubic,-86.823,-68.350,-8
tf_efficientnet_b0.ap_in1k,5.307,94.693,28.840,71.160,5.29,224,0.875,bicubic,-86.893,-69.180,-12
efficientvit_m4.r224_in1k,5.307,94.693,28.013,71.987,8.80,224,0.875,bicubic,-85.273,-69.517,+55
repvgg_b1g4.rvgg_in1k,5.240,94.760,30.760,69.240,39.97,224,0.875,bilinear,-87.760,-67.670,-75
resnet34.bt_in1k,5.213,94.787,29.440,70.560,21.80,288,0.950,bicubic,-87.197,-68.430,-29
xcit_nano_12_p16_224.fb_dist_in1k,5.200,94.800,26.493,73.507,3.05,224,1.000,bicubic,-84.500,-70.607,+68
res2net50_26w_4s.in1k,5.173,94.827,29.360,70.640,25.70,224,0.875,bilinear,-87.317,-68.670,-35
efficientvit_m3.r224_in1k,5.160,94.840,27.400,72.600,6.90,224,0.875,bicubic,-84.700,-70.140,+64
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,5.080,94.920,27.027,72.973,6.34,224,0.900,bicubic,-84.100,-70.193,+74
mobilenetv3_large_100.ra_in1k,5.067,94.933,28.200,71.800,5.48,224,0.875,bicubic,-86.283,-69.510,+17
tf_efficientnet_b0.aa_in1k,5.053,94.947,28.760,71.240,5.29,224,0.875,bicubic,-87.187,-69.240,-23
tf_mixnet_m.in1k,5.053,94.947,28.187,71.813,5.01,224,0.875,bicubic,-87.247,-69.703,-27
res2net50_14w_8s.in1k,5.040,94.960,28.733,71.267,25.06,224,0.875,bilinear,-87.730,-69.427,-62
regnetx_004_tv.tv2_in1k,5.000,95.000,27.560,72.440,5.50,224,0.965,bicubic,-85.640,-70.040,+39
repghostnet_130.in1k,4.987,95.013,29.653,70.347,5.48,224,0.875,bicubic,-86.903,-68.277,-5
mixnet_s.ft_in1k,4.947,95.053,28.573,71.427,4.13,224,0.875,bicubic,-86.873,-69.127,-2
hardcorenas_b.miil_green_in1k,4.947,95.053,28.040,71.960,5.18,224,0.875,bilinear,-86.813,-69.820,+2
mobilenetv3_rw.rmsp_in1k,4.933,95.067,29.853,70.147,5.48,224,0.875,bicubic,-86.277,-67.807,+13
hardcorenas_a.miil_green_in1k,4.893,95.107,28.093,71.907,5.26,224,0.875,bilinear,-86.457,-69.757,+7
regnetx_032.pycls_in1k,4.880,95.120,30.227,69.773,15.30,224,0.875,bicubic,-88.230,-68.163,-104
resnet50c.gluon_in1k,4.880,95.120,28.080,71.920,25.58,224,0.875,bicubic,-88.150,-70.320,-95
xcit_nano_12_p16_224.fb_in1k,4.853,95.147,25.467,74.533,3.05,224,1.000,bicubic,-83.767,-71.323,+73
resnext50_32x4d.tv_in1k,4.827,95.173,30.267,69.733,25.03,224,0.875,bilinear,-87.923,-68.003,-71
densenet161.tv_in1k,4.733,95.267,29.560,70.440,28.68,224,0.875,bicubic,-87.747,-68.740,-51
resnet101.tv_in1k,4.693,95.307,29.347,70.653,44.55,224,0.875,bilinear,-88.117,-68.903,-79
selecsls42b.in1k,4.680,95.320,28.573,71.427,32.46,224,0.875,bicubic,-87.610,-69.537,-40
tf_efficientnet_lite1.in1k,4.600,95.400,28.347,71.653,5.42,240,0.882,bicubic,-88.030,-69.713,-67
mobilenetv2_120d.ra_in1k,4.547,95.453,29.320,70.680,5.83,224,0.875,bicubic,-87.853,-68.740,-48
mobileone_s2.apple_in1k,4.520,95.480,29.133,70.867,7.88,224,0.900,bilinear,-88.300,-69.137,-85
tf_efficientnet_b0.in1k,4.427,95.573,26.680,73.320,5.29,224,0.875,bicubic,-87.653,-71.480,-34
pvt_v2_b0.in1k,4.347,95.653,25.960,74.040,3.67,224,0.900,bicubic,-84.433,-70.900,+61
vit_base_patch32_224.sam_in1k,4.333,95.667,24.387,75.613,88.22,224,0.900,bicubic,-85.407,-72.613,+41
resnet50.am_in1k,4.267,95.733,28.627,71.373,25.56,224,0.875,bicubic,-89.703,-70.003,-216
edgenext_xx_small.in1k,4.267,95.733,24.093,75.907,1.33,288,1.000,bicubic,-84.623,-72.887,+57
tinynet_b.in1k,4.200,95.800,26.787,73.213,3.73,188,0.875,bicubic,-86.720,-70.873,+5
efficientnet_es_pruned.in1k,4.200,95.800,26.453,73.547,5.44,224,0.875,bicubic,-86.970,-71.287,-1
repghostnet_111.in1k,4.147,95.853,26.187,73.813,4.54,224,0.875,bicubic,-86.563,-71.283,+13
densenet201.tv_in1k,4.133,95.867,27.547,72.453,20.01,224,0.875,bicubic,-88.607,-70.683,-85
resnet50.gluon_in1k,4.120,95.880,26.960,73.040,25.56,224,0.875,bicubic,-88.420,-71.080,-72
fbnetc_100.rmsp_in1k,4.107,95.893,25.907,74.093,5.57,224,0.875,bilinear,-86.623,-71.303,+8
semnasnet_100.rmsp_in1k,3.947,96.053,26.933,73.067,3.89,224,0.875,bicubic,-87.363,-70.627,-14
mobilevitv2_050.cvnets_in1k,3.947,96.053,23.947,76.053,1.37,256,0.888,bicubic,-84.233,-73.043,+59
resnet26.bt_in1k,3.933,96.067,28.213,71.787,16.00,288,0.950,bicubic,-88.057,-69.807,-42
repvgg_a2.rvgg_in1k,3.933,96.067,27.227,72.773,28.21,224,0.875,bilinear,-88.007,-70.873,-35
dpn68.mx_in1k,3.893,96.107,25.693,74.307,12.61,224,0.875,bicubic,-88.097,-72.527,-42
tf_mixnet_s.in1k,3.880,96.120,25.267,74.733,4.13,224,0.875,bicubic,-87.640,-72.353,-23
semnasnet_075.rmsp_in1k,3.867,96.133,27.080,72.920,2.91,224,0.875,bicubic,-86.203,-70.360,+21
tf_efficientnet_es.in1k,3.827,96.173,26.133,73.867,5.44,224,0.875,bicubic,-88.143,-71.747,-45
mobilevit_xxs.cvnets_in1k,3.827,96.173,21.733,78.267,1.27,256,0.900,bicubic,-83.333,-74.367,+58
resnet18d.ra2_in1k,3.813,96.187,26.013,73.987,11.71,288,0.950,bicubic,-86.467,-71.547,+12
regnety_008.pycls_in1k,3.787,96.213,27.160,72.840,6.26,224,0.875,bicubic,-87.943,-71.020,-32
dla60.in1k,3.747,96.253,27.947,72.053,22.04,224,0.875,bilinear,-88.453,-70.153,-62
resnet18.fb_ssl_yfcc100m_ft_in1k,3.747,96.253,25.373,74.627,11.69,224,0.875,bilinear,-86.463,-72.177,+11
mobilenetv2_140.ra_in1k,3.720,96.280,26.720,73.280,6.11,224,0.875,bicubic,-88.120,-71.140,-41
densenet169.tv_in1k,3.707,96.293,25.587,74.413,14.15,224,0.875,bicubic,-88.233,-72.553,-46
resnet18.a1_in1k,3.707,96.293,22.960,77.040,11.69,288,1.000,bicubic,-85.973,-74.140,+19
regnetx_016.pycls_in1k,3.613,96.387,26.320,73.680,9.19,224,0.875,bicubic,-88.567,-71.880,-66
efficientvit_m2.r224_in1k,3.613,96.387,21.853,78.147,4.19,224,0.875,bicubic,-84.857,-75.047,+40
spnasnet_100.rmsp_in1k,3.573,96.427,24.253,75.747,4.42,224,0.875,bilinear,-86.757,-72.937,+1
res2net50_48w_2s.in1k,3.560,96.440,26.613,73.387,25.29,224,0.875,bilinear,-88.990,-71.467,-94
tf_mobilenetv3_large_100.in1k,3.560,96.440,25.120,74.880,5.48,224,0.875,bilinear,-87.670,-72.540,-31
repghostnet_100.in1k,3.520,96.480,24.520,75.480,4.07,224,0.875,bicubic,-86.770,-72.960,-1
regnety_006.pycls_in1k,3.453,96.547,24.920,75.080,6.06,224,0.875,bicubic,-87.937,-73.080,-38
ghostnet_100.in1k,3.427,96.573,25.120,74.880,5.18,224,0.875,bicubic,-86.753,-72.170,+1
resnet34.a3_in1k,3.373,96.627,23.387,76.613,21.80,224,0.950,bicubic,-86.567,-73.793,+6
legacy_seresnet34.in1k,3.347,96.653,23.813,76.187,21.96,224,0.875,bilinear,-87.553,-73.767,-23
resnet18.a2_in1k,3.267,96.733,22.373,77.627,11.69,288,1.000,bicubic,-86.303,-74.587,+13
efficientnet_lite0.ra_in1k,3.240,96.760,25.947,74.053,4.65,224,0.875,bicubic,-87.880,-71.693,-34
dla34.in1k,3.240,96.760,23.547,76.453,15.74,224,0.875,bilinear,-87.520,-74.103,-21
efficientvit_b0.r224_in1k,3.200,96.800,19.533,80.467,3.41,224,0.950,bicubic,-84.740,-76.597,+31
mobilenetv2_110d.ra_in1k,3.187,96.813,24.573,75.427,4.52,224,0.875,bicubic,-87.773,-72.967,-31
regnety_004.pycls_in1k,3.187,96.813,22.680,77.320,4.34,224,0.875,bicubic,-87.303,-74.850,-14
tinynet_c.in1k,3.120,96.880,21.520,78.480,2.46,184,0.875,bicubic,-84.660,-74.850,+29
mnasnet_100.rmsp_in1k,3.107,96.893,24.227,75.773,4.38,224,0.875,bicubic,-87.393,-73.243,-17
repghostnet_080.in1k,3.080,96.920,21.973,78.027,3.28,224,0.875,bicubic,-85.760,-74.727,+16
tf_efficientnet_lite0.in1k,3.040,96.960,22.893,77.107,4.65,224,0.875,bicubic,-88.010,-74.687,-39
skresnet18.ra_in1k,3.027,96.973,22.813,77.187,11.96,224,0.875,bicubic,-86.633,-74.417,0
mobileone_s1.apple_in1k,2.947,97.053,24.947,75.053,4.83,224,0.900,bilinear,-88.333,-72.873,-49
vgg19_bn.tv_in1k,2.947,97.053,23.440,76.560,143.68,224,0.875,bilinear,-87.133,-74.140,-12
tinynet_d.in1k,2.853,97.147,17.787,82.213,2.34,152,0.875,bicubic,-81.867,-77.383,+40
tf_mobilenetv3_large_075.in1k,2.840,97.160,21.560,78.440,3.99,224,0.875,bilinear,-86.800,-75.630,-3
efficientvit_m1.r224_in1k,2.827,97.173,19.600,80.400,2.98,224,0.875,bicubic,-83.963,-76.430,+27
resnet14t.c3_in1k,2.760,97.240,20.213,79.787,10.08,224,0.950,bicubic,-86.230,-76.517,+3
hrnet_w18_small_v2.ms_in1k,2.720,97.280,23.720,76.280,15.60,224,0.875,bilinear,-88.480,-74.180,-52
regnetx_008.pycls_in1k,2.667,97.333,22.453,77.547,7.26,224,0.875,bicubic,-88.383,-75.267,-49
vgg16_bn.tv_in1k,2.653,97.347,23.800,76.200,138.37,224,0.875,bilinear,-87.437,-73.570,-21
resnet34.gluon_in1k,2.653,97.347,21.680,78.320,21.80,224,0.875,bicubic,-88.327,-75.950,-47
lcnet_100.ra2_in1k,2.627,97.373,20.760,79.240,2.95,224,0.875,bicubic,-86.123,-76.220,+6
vgg16.tv_in1k,2.627,97.373,20.360,79.640,138.36,224,0.875,bilinear,-85.933,-76.440,+7
repvgg_b0.rvgg_in1k,2.560,97.440,24.000,76.000,15.82,224,0.875,bilinear,-88.830,-73.700,-66
densenet121.tv_in1k,2.547,97.453,22.653,77.347,7.98,224,0.875,bicubic,-88.343,-75.057,-47
regnetx_006.pycls_in1k,2.533,97.467,20.627,79.373,6.20,224,0.875,bicubic,-87.817,-76.803,-33
hrnet_w18_small.gluon_in1k,2.507,97.493,20.653,79.347,13.19,224,0.875,bicubic,-86.963,-76.407,-12
legacy_seresnet18.in1k,2.480,97.520,20.067,79.933,11.78,224,0.875,bicubic,-86.410,-76.633,-5
lcnet_075.ra2_in1k,2.320,97.680,17.173,82.827,2.36,224,0.875,bicubic,-83.650,-78.507,+21
mobilenetv3_small_075.lamb_in1k,2.307,97.693,15.893,84.107,2.04,224,0.875,bicubic,-80.723,-78.207,+30
efficientvit_m0.r224_in1k,2.293,97.707,16.493,83.507,2.35,224,0.875,bicubic,-80.057,-77.937,+30
repghostnet_058.in1k,2.253,97.747,18.320,81.680,2.55,224,0.875,bicubic,-84.287,-77.580,+13
repvgg_a1.rvgg_in1k,2.240,97.760,21.333,78.667,14.09,224,0.875,bilinear,-88.360,-76.317,-45
mobileone_s0.apple_in1k,2.240,97.760,17.467,82.533,5.29,224,0.875,bilinear,-85.990,-78.933,0
resnet18.a3_in1k,2.227,97.773,17.773,82.227,11.69,224,0.950,bicubic,-84.223,-78.107,+11
mobilenetv2_100.ra_in1k,2.147,97.853,19.933,80.067,3.50,224,0.875,bicubic,-87.453,-77.217,-23
regnety_002.pycls_in1k,2.120,97.880,18.920,81.080,3.16,224,0.875,bicubic,-85.250,-77.690,+2
vgg19.tv_in1k,2.107,97.893,20.760,79.240,143.67,224,0.875,bilinear,-86.943,-76.110,-19
vgg13_bn.tv_in1k,2.093,97.907,20.333,79.667,133.05,224,0.875,bilinear,-86.657,-76.387,-12
tf_mobilenetv3_small_100.in1k,2.027,97.973,15.827,84.173,2.54,224,0.875,bilinear,-83.163,-79.943,+12
mobilenetv3_small_100.lamb_in1k,1.987,98.013,17.093,82.907,2.54,224,0.875,bicubic,-83.233,-78.557,+10
repghostnet_050.in1k,1.987,98.013,16.507,83.493,2.31,224,0.875,bicubic,-83.073,-78.693,+11
tf_mobilenetv3_small_075.in1k,1.987,98.013,14.840,85.160,2.04,224,0.875,bilinear,-81.513,-80.000,+16
regnetx_004.pycls_in1k,1.920,98.080,19.147,80.853,5.16,224,0.875,bicubic,-87.010,-77.973,-22
resnet34.tv_in1k,1.853,98.147,20.053,79.947,21.80,224,0.875,bilinear,-88.097,-77.287,-42
tinynet_e.in1k,1.853,98.147,14.013,85.987,2.04,106,0.875,bicubic,-77.067,-78.527,+18
vgg13.tv_in1k,1.840,98.160,18.027,81.973,133.05,224,0.875,bilinear,-85.200,-78.303,-5
mobilenetv3_small_050.lamb_in1k,1.813,98.187,12.533,87.467,1.59,224,0.875,bicubic,-75.207,-78.767,+17
lcnet_050.ra2_in1k,1.787,98.213,13.867,86.133,1.88,224,0.875,bicubic,-80.013,-79.843,+13
mnasnet_small.lamb_in1k,1.773,98.227,15.080,84.920,2.03,224,0.875,bicubic,-82.647,-80.110,+5
dla46x_c.in1k,1.747,98.253,16.387,83.613,1.07,224,0.875,bilinear,-82.483,-78.883,+5
vgg11_bn.tv_in1k,1.720,98.280,18.093,81.907,132.87,224,0.875,bilinear,-85.780,-78.727,-15
dla60x_c.in1k,1.613,98.387,18.013,81.987,1.32,224,0.875,bilinear,-84.677,-78.147,-6
tf_mobilenetv3_large_minimal_100.in1k,1.613,98.387,17.120,82.880,3.92,224,0.875,bilinear,-87.337,-79.740,-34
mobilenetv2_050.lamb_in1k,1.613,98.387,14.200,85.800,1.97,224,0.875,bicubic,-82.297,-80.520,+3
resnet10t.c3_in1k,1.600,98.400,16.053,83.947,5.44,224,0.950,bicubic,-84.620,-79.687,-8
vgg11.tv_in1k,1.560,98.440,16.187,83.813,132.86,224,0.875,bilinear,-85.020,-80.093,-13
resnet18.gluon_in1k,1.547,98.453,16.640,83.360,11.69,224,0.875,bicubic,-86.823,-80.030,-26
hrnet_w18_small.ms_in1k,1.533,98.467,18.093,81.907,13.19,224,0.875,bilinear,-87.517,-79.027,-41
dla46_c.in1k,1.493,98.507,15.227,84.773,1.30,224,0.875,bilinear,-82.117,-79.723,-2
repvgg_a0.rvgg_in1k,1.467,98.533,17.587,82.413,9.11,224,0.875,bilinear,-87.813,-79.303,-45
regnetx_002.pycls_in1k,1.373,98.627,15.053,84.947,2.68,224,0.875,bicubic,-84.767,-80.917,-13
resnet18.tv_in1k,1.160,98.840,16.227,83.773,11.69,224,0.875,bilinear,-86.220,-80.063,-25
tf_mobilenetv3_small_minimal_100.in1k,1.040,98.960,11.493,88.507,2.04,224,0.875,bilinear,-80.360,-82.187,-1
resnet50.tv_in1k,0.000,100.000,14.453,85.547,25.56,224,0.875,bilinear,-91.880,-82.807,-120
